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Author's title

Author*The author of this computation has been verified*
R Software Modulerwasp_NaiveBayes.wasp
Title produced by softwareNaive Bayes
Date of computationSun, 20 Sep 2020 12:57:28 +0200
Cite this page as followsStatistical Computations at FreeStatistics.org, Office for Research Development and Education, URL https://freestatistics.org/blog/index.php?v=date/2020/Sep/20/t160061055275qnoi52xbck02i.htm/, Retrieved Fri, 29 Mar 2024 07:14:22 +0000
Statistical Computations at FreeStatistics.org, Office for Research Development and Education, URL https://freestatistics.org/blog/index.php?pk=319247, Retrieved Fri, 29 Mar 2024 07:14:22 +0000
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Original text written by user:
IsPrivate?No (this computation is public)
User-defined keywords
Estimated Impact227
Family? (F = Feedback message, R = changed R code, M = changed R Module, P = changed Parameters, D = changed Data)
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Dataseries X:
6	148	72	35	0	33.6	0.627	50	1
1	85	66	29	0	26.6	0.351	31	0
8	183	64	0	0	23.3	0.672	32	1
1	89	66	23	94	28.1	0.167	21	0
0	137	40	35	168	43.1	2.288	33	1
5	116	74	0	0	25.6	0.201	30	0
3	78	50	32	88	31	0.248	26	1
10	115	0	0	0	35.3	0.134	29	0
2	197	70	45	543	30.5	0.158	53	1
8	125	96	0	0	0	0.232	54	1
4	110	92	0	0	37.6	0.191	30	0
10	168	74	0	0	38	0.537	34	1
10	139	80	0	0	27.1	1.441	57	0
1	189	60	23	846	30.1	0.398	59	1
5	166	72	19	175	25.8	0.587	51	1
7	100	0	0	0	30	0.484	32	1
0	118	84	47	230	45.8	0.551	31	1
7	107	74	0	0	29.6	0.254	31	1
1	103	30	38	83	43.3	0.183	33	0
1	115	70	30	96	34.6	0.529	32	1
3	126	88	41	235	39.3	0.704	27	0
8	99	84	0	0	35.4	0.388	50	0
7	196	90	0	0	39.8	0.451	41	1
9	119	80	35	0	29	0.263	29	1
11	143	94	33	146	36.6	0.254	51	1
10	125	70	26	115	31.1	0.205	41	1
7	147	76	0	0	39.4	0.257	43	1
1	97	66	15	140	23.2	0.487	22	0
13	145	82	19	110	22.2	0.245	57	0
5	117	92	0	0	34.1	0.337	38	0
5	109	75	26	0	36	0.546	60	0
3	158	76	36	245	31.6	0.851	28	1
3	88	58	11	54	24.8	0.267	22	0
6	92	92	0	0	19.9	0.188	28	0
10	122	78	31	0	27.6	0.512	45	0
4	103	60	33	192	24	0.966	33	0
11	138	76	0	0	33.2	0.42	35	0
9	102	76	37	0	32.9	0.665	46	1
2	90	68	42	0	38.2	0.503	27	1
4	111	72	47	207	37.1	1.39	56	1
3	180	64	25	70	34	0.271	26	0
7	133	84	0	0	40.2	0.696	37	0
7	106	92	18	0	22.7	0.235	48	0
9	171	110	24	240	45.4	0.721	54	1
7	159	64	0	0	27.4	0.294	40	0
0	180	66	39	0	42	1.893	25	1
1	146	56	0	0	29.7	0.564	29	0
2	71	70	27	0	28	0.586	22	0
7	103	66	32	0	39.1	0.344	31	1
7	105	0	0	0	0	0.305	24	0
1	103	80	11	82	19.4	0.491	22	0
1	101	50	15	36	24.2	0.526	26	0
5	88	66	21	23	24.4	0.342	30	0
8	176	90	34	300	33.7	0.467	58	1
7	150	66	42	342	34.7	0.718	42	0
1	73	50	10	0	23	0.248	21	0
7	187	68	39	304	37.7	0.254	41	1
0	100	88	60	110	46.8	0.962	31	0
0	146	82	0	0	40.5	1.781	44	0
0	105	64	41	142	41.5	0.173	22	0
2	84	0	0	0	0	0.304	21	0
8	133	72	0	0	32.9	0.27	39	1
5	44	62	0	0	25	0.587	36	0
2	141	58	34	128	25.4	0.699	24	0
7	114	66	0	0	32.8	0.258	42	1
5	99	74	27	0	29	0.203	32	0
0	109	88	30	0	32.5	0.855	38	1
2	109	92	0	0	42.7	0.845	54	0
1	95	66	13	38	19.6	0.334	25	0
4	146	85	27	100	28.9	0.189	27	0
2	100	66	20	90	32.9	0.867	28	1
5	139	64	35	140	28.6	0.411	26	0
13	126	90	0	0	43.4	0.583	42	1
4	129	86	20	270	35.1	0.231	23	0
1	79	75	30	0	32	0.396	22	0
1	0	48	20	0	24.7	0.14	22	0
7	62	78	0	0	32.6	0.391	41	0
5	95	72	33	0	37.7	0.37	27	0
0	131	0	0	0	43.2	0.27	26	1
2	112	66	22	0	25	0.307	24	0
3	113	44	13	0	22.4	0.14	22	0
2	74	0	0	0	0	0.102	22	0
7	83	78	26	71	29.3	0.767	36	0
0	101	65	28	0	24.6	0.237	22	0
5	137	108	0	0	48.8	0.227	37	1
2	110	74	29	125	32.4	0.698	27	0
13	106	72	54	0	36.6	0.178	45	0
2	100	68	25	71	38.5	0.324	26	0
15	136	70	32	110	37.1	0.153	43	1
1	107	68	19	0	26.5	0.165	24	0
1	80	55	0	0	19.1	0.258	21	0
4	123	80	15	176	32	0.443	34	0
7	81	78	40	48	46.7	0.261	42	0
4	134	72	0	0	23.8	0.277	60	1
2	142	82	18	64	24.7	0.761	21	0
6	144	72	27	228	33.9	0.255	40	0
2	92	62	28	0	31.6	0.13	24	0
1	71	48	18	76	20.4	0.323	22	0
6	93	50	30	64	28.7	0.356	23	0
1	122	90	51	220	49.7	0.325	31	1
1	163	72	0	0	39	1.222	33	1
1	151	60	0	0	26.1	0.179	22	0
0	125	96	0	0	22.5	0.262	21	0
1	81	72	18	40	26.6	0.283	24	0
2	85	65	0	0	39.6	0.93	27	0
1	126	56	29	152	28.7	0.801	21	0
1	96	122	0	0	22.4	0.207	27	0
4	144	58	28	140	29.5	0.287	37	0
3	83	58	31	18	34.3	0.336	25	0
0	95	85	25	36	37.4	0.247	24	1
3	171	72	33	135	33.3	0.199	24	1
8	155	62	26	495	34	0.543	46	1
1	89	76	34	37	31.2	0.192	23	0
4	76	62	0	0	34	0.391	25	0
7	160	54	32	175	30.5	0.588	39	1
4	146	92	0	0	31.2	0.539	61	1
5	124	74	0	0	34	0.22	38	1
5	78	48	0	0	33.7	0.654	25	0
4	97	60	23	0	28.2	0.443	22	0
4	99	76	15	51	23.2	0.223	21	0
0	162	76	56	100	53.2	0.759	25	1
6	111	64	39	0	34.2	0.26	24	0
2	107	74	30	100	33.6	0.404	23	0
5	132	80	0	0	26.8	0.186	69	0
0	113	76	0	0	33.3	0.278	23	1
1	88	30	42	99	55	0.496	26	1
3	120	70	30	135	42.9	0.452	30	0
1	118	58	36	94	33.3	0.261	23	0
1	117	88	24	145	34.5	0.403	40	1
0	105	84	0	0	27.9	0.741	62	1
4	173	70	14	168	29.7	0.361	33	1
9	122	56	0	0	33.3	1.114	33	1
3	170	64	37	225	34.5	0.356	30	1
8	84	74	31	0	38.3	0.457	39	0
2	96	68	13	49	21.1	0.647	26	0
2	125	60	20	140	33.8	0.088	31	0
0	100	70	26	50	30.8	0.597	21	0
0	93	60	25	92	28.7	0.532	22	0
0	129	80	0	0	31.2	0.703	29	0
5	105	72	29	325	36.9	0.159	28	0
3	128	78	0	0	21.1	0.268	55	0
5	106	82	30	0	39.5	0.286	38	0
2	108	52	26	63	32.5	0.318	22	0
10	108	66	0	0	32.4	0.272	42	1
4	154	62	31	284	32.8	0.237	23	0
0	102	75	23	0	0	0.572	21	0
9	57	80	37	0	32.8	0.096	41	0
2	106	64	35	119	30.5	1.4	34	0
5	147	78	0	0	33.7	0.218	65	0
2	90	70	17	0	27.3	0.085	22	0
1	136	74	50	204	37.4	0.399	24	0
4	114	65	0	0	21.9	0.432	37	0
9	156	86	28	155	34.3	1.189	42	1
1	153	82	42	485	40.6	0.687	23	0
8	188	78	0	0	47.9	0.137	43	1
7	152	88	44	0	50	0.337	36	1
2	99	52	15	94	24.6	0.637	21	0
1	109	56	21	135	25.2	0.833	23	0
2	88	74	19	53	29	0.229	22	0
17	163	72	41	114	40.9	0.817	47	1
4	151	90	38	0	29.7	0.294	36	0
7	102	74	40	105	37.2	0.204	45	0
0	114	80	34	285	44.2	0.167	27	0
2	100	64	23	0	29.7	0.368	21	0
0	131	88	0	0	31.6	0.743	32	1
6	104	74	18	156	29.9	0.722	41	1
3	148	66	25	0	32.5	0.256	22	0
4	120	68	0	0	29.6	0.709	34	0
4	110	66	0	0	31.9	0.471	29	0
3	111	90	12	78	28.4	0.495	29	0
6	102	82	0	0	30.8	0.18	36	1
6	134	70	23	130	35.4	0.542	29	1
2	87	0	23	0	28.9	0.773	25	0
1	79	60	42	48	43.5	0.678	23	0
2	75	64	24	55	29.7	0.37	33	0
8	179	72	42	130	32.7	0.719	36	1
6	85	78	0	0	31.2	0.382	42	0
0	129	110	46	130	67.1	0.319	26	1
5	143	78	0	0	45	0.19	47	0
5	130	82	0	0	39.1	0.956	37	1
6	87	80	0	0	23.2	0.084	32	0
0	119	64	18	92	34.9	0.725	23	0
1	0	74	20	23	27.7	0.299	21	0
5	73	60	0	0	26.8	0.268	27	0
4	141	74	0	0	27.6	0.244	40	0
7	194	68	28	0	35.9	0.745	41	1
8	181	68	36	495	30.1	0.615	60	1
1	128	98	41	58	32	1.321	33	1
8	109	76	39	114	27.9	0.64	31	1
5	139	80	35	160	31.6	0.361	25	1
3	111	62	0	0	22.6	0.142	21	0
9	123	70	44	94	33.1	0.374	40	0
7	159	66	0	0	30.4	0.383	36	1
11	135	0	0	0	52.3	0.578	40	1
8	85	55	20	0	24.4	0.136	42	0
5	158	84	41	210	39.4	0.395	29	1
1	105	58	0	0	24.3	0.187	21	0
3	107	62	13	48	22.9	0.678	23	1
4	109	64	44	99	34.8	0.905	26	1
4	148	60	27	318	30.9	0.15	29	1
0	113	80	16	0	31	0.874	21	0
1	138	82	0	0	40.1	0.236	28	0
0	108	68	20	0	27.3	0.787	32	0
2	99	70	16	44	20.4	0.235	27	0
6	103	72	32	190	37.7	0.324	55	0
5	111	72	28	0	23.9	0.407	27	0
8	196	76	29	280	37.5	0.605	57	1
5	162	104	0	0	37.7	0.151	52	1
1	96	64	27	87	33.2	0.289	21	0
7	184	84	33	0	35.5	0.355	41	1
2	81	60	22	0	27.7	0.29	25	0
0	147	85	54	0	42.8	0.375	24	0
7	179	95	31	0	34.2	0.164	60	0
0	140	65	26	130	42.6	0.431	24	1
9	112	82	32	175	34.2	0.26	36	1
12	151	70	40	271	41.8	0.742	38	1
5	109	62	41	129	35.8	0.514	25	1
6	125	68	30	120	30	0.464	32	0
5	85	74	22	0	29	1.224	32	1
5	112	66	0	0	37.8	0.261	41	1
0	177	60	29	478	34.6	1.072	21	1
2	158	90	0	0	31.6	0.805	66	1
7	119	0	0	0	25.2	0.209	37	0
7	142	60	33	190	28.8	0.687	61	0
1	100	66	15	56	23.6	0.666	26	0
1	87	78	27	32	34.6	0.101	22	0
0	101	76	0	0	35.7	0.198	26	0
3	162	52	38	0	37.2	0.652	24	1
4	197	70	39	744	36.7	2.329	31	0
0	117	80	31	53	45.2	0.089	24	0
4	142	86	0	0	44	0.645	22	1
6	134	80	37	370	46.2	0.238	46	1
1	79	80	25	37	25.4	0.583	22	0
4	122	68	0	0	35	0.394	29	0
3	74	68	28	45	29.7	0.293	23	0
4	171	72	0	0	43.6	0.479	26	1
7	181	84	21	192	35.9	0.586	51	1
0	179	90	27	0	44.1	0.686	23	1
9	164	84	21	0	30.8	0.831	32	1
0	104	76	0	0	18.4	0.582	27	0
1	91	64	24	0	29.2	0.192	21	0
4	91	70	32	88	33.1	0.446	22	0
3	139	54	0	0	25.6	0.402	22	1
6	119	50	22	176	27.1	1.318	33	1
2	146	76	35	194	38.2	0.329	29	0
9	184	85	15	0	30	1.213	49	1
10	122	68	0	0	31.2	0.258	41	0
0	165	90	33	680	52.3	0.427	23	0
9	124	70	33	402	35.4	0.282	34	0
1	111	86	19	0	30.1	0.143	23	0
9	106	52	0	0	31.2	0.38	42	0
2	129	84	0	0	28	0.284	27	0
2	90	80	14	55	24.4	0.249	24	0
0	86	68	32	0	35.8	0.238	25	0
12	92	62	7	258	27.6	0.926	44	1
1	113	64	35	0	33.6	0.543	21	1
3	111	56	39	0	30.1	0.557	30	0
2	114	68	22	0	28.7	0.092	25	0
1	193	50	16	375	25.9	0.655	24	0
11	155	76	28	150	33.3	1.353	51	1
3	191	68	15	130	30.9	0.299	34	0
3	141	0	0	0	30	0.761	27	1
4	95	70	32	0	32.1	0.612	24	0
3	142	80	15	0	32.4	0.2	63	0
4	123	62	0	0	32	0.226	35	1
5	96	74	18	67	33.6	0.997	43	0
0	138	0	0	0	36.3	0.933	25	1
2	128	64	42	0	40	1.101	24	0
0	102	52	0	0	25.1	0.078	21	0
2	146	0	0	0	27.5	0.24	28	1
10	101	86	37	0	45.6	1.136	38	1
2	108	62	32	56	25.2	0.128	21	0
3	122	78	0	0	23	0.254	40	0
1	71	78	50	45	33.2	0.422	21	0
13	106	70	0	0	34.2	0.251	52	0
2	100	70	52	57	40.5	0.677	25	0
7	106	60	24	0	26.5	0.296	29	1
0	104	64	23	116	27.8	0.454	23	0
5	114	74	0	0	24.9	0.744	57	0
2	108	62	10	278	25.3	0.881	22	0
0	146	70	0	0	37.9	0.334	28	1
10	129	76	28	122	35.9	0.28	39	0
7	133	88	15	155	32.4	0.262	37	0
7	161	86	0	0	30.4	0.165	47	1
2	108	80	0	0	27	0.259	52	1
7	136	74	26	135	26	0.647	51	0
5	155	84	44	545	38.7	0.619	34	0
1	119	86	39	220	45.6	0.808	29	1
4	96	56	17	49	20.8	0.34	26	0
5	108	72	43	75	36.1	0.263	33	0
0	78	88	29	40	36.9	0.434	21	0
0	107	62	30	74	36.6	0.757	25	1
2	128	78	37	182	43.3	1.224	31	1
1	128	48	45	194	40.5	0.613	24	1
0	161	50	0	0	21.9	0.254	65	0
6	151	62	31	120	35.5	0.692	28	0
2	146	70	38	360	28	0.337	29	1
0	126	84	29	215	30.7	0.52	24	0
14	100	78	25	184	36.6	0.412	46	1
8	112	72	0	0	23.6	0.84	58	0
0	167	0	0	0	32.3	0.839	30	1
2	144	58	33	135	31.6	0.422	25	1
5	77	82	41	42	35.8	0.156	35	0
5	115	98	0	0	52.9	0.209	28	1
3	150	76	0	0	21	0.207	37	0
2	120	76	37	105	39.7	0.215	29	0
10	161	68	23	132	25.5	0.326	47	1
0	137	68	14	148	24.8	0.143	21	0
0	128	68	19	180	30.5	1.391	25	1
2	124	68	28	205	32.9	0.875	30	1
6	80	66	30	0	26.2	0.313	41	0
0	106	70	37	148	39.4	0.605	22	0
2	155	74	17	96	26.6	0.433	27	1
3	113	50	10	85	29.5	0.626	25	0
7	109	80	31	0	35.9	1.127	43	1
2	112	68	22	94	34.1	0.315	26	0
3	99	80	11	64	19.3	0.284	30	0
3	182	74	0	0	30.5	0.345	29	1
3	115	66	39	140	38.1	0.15	28	0
6	194	78	0	0	23.5	0.129	59	1
4	129	60	12	231	27.5	0.527	31	0
3	112	74	30	0	31.6	0.197	25	1
0	124	70	20	0	27.4	0.254	36	1
13	152	90	33	29	26.8	0.731	43	1
2	112	75	32	0	35.7	0.148	21	0
1	157	72	21	168	25.6	0.123	24	0
1	122	64	32	156	35.1	0.692	30	1
10	179	70	0	0	35.1	0.2	37	0
2	102	86	36	120	45.5	0.127	23	1
6	105	70	32	68	30.8	0.122	37	0
8	118	72	19	0	23.1	1.476	46	0
2	87	58	16	52	32.7	0.166	25	0
1	180	0	0	0	43.3	0.282	41	1
12	106	80	0	0	23.6	0.137	44	0
1	95	60	18	58	23.9	0.26	22	0
0	165	76	43	255	47.9	0.259	26	0
0	117	0	0	0	33.8	0.932	44	0
5	115	76	0	0	31.2	0.343	44	1
9	152	78	34	171	34.2	0.893	33	1
7	178	84	0	0	39.9	0.331	41	1
1	130	70	13	105	25.9	0.472	22	0
1	95	74	21	73	25.9	0.673	36	0
1	0	68	35	0	32	0.389	22	0
5	122	86	0	0	34.7	0.29	33	0
8	95	72	0	0	36.8	0.485	57	0
8	126	88	36	108	38.5	0.349	49	0
1	139	46	19	83	28.7	0.654	22	0
3	116	0	0	0	23.5	0.187	23	0
3	99	62	19	74	21.8	0.279	26	0
5	0	80	32	0	41	0.346	37	1
4	92	80	0	0	42.2	0.237	29	0
4	137	84	0	0	31.2	0.252	30	0
3	61	82	28	0	34.4	0.243	46	0
1	90	62	12	43	27.2	0.58	24	0
3	90	78	0	0	42.7	0.559	21	0
9	165	88	0	0	30.4	0.302	49	1
1	125	50	40	167	33.3	0.962	28	1
13	129	0	30	0	39.9	0.569	44	1
12	88	74	40	54	35.3	0.378	48	0
1	196	76	36	249	36.5	0.875	29	1
5	189	64	33	325	31.2	0.583	29	1
5	158	70	0	0	29.8	0.207	63	0
5	103	108	37	0	39.2	0.305	65	0
4	146	78	0	0	38.5	0.52	67	1
4	147	74	25	293	34.9	0.385	30	0
5	99	54	28	83	34	0.499	30	0
6	124	72	0	0	27.6	0.368	29	1
0	101	64	17	0	21	0.252	21	0
3	81	86	16	66	27.5	0.306	22	0
1	133	102	28	140	32.8	0.234	45	1
3	173	82	48	465	38.4	2.137	25	1
0	118	64	23	89	0	1.731	21	0
0	84	64	22	66	35.8	0.545	21	0
2	105	58	40	94	34.9	0.225	25	0
2	122	52	43	158	36.2	0.816	28	0
12	140	82	43	325	39.2	0.528	58	1
0	98	82	15	84	25.2	0.299	22	0
1	87	60	37	75	37.2	0.509	22	0
4	156	75	0	0	48.3	0.238	32	1
0	93	100	39	72	43.4	1.021	35	0
1	107	72	30	82	30.8	0.821	24	0
0	105	68	22	0	20	0.236	22	0
1	109	60	8	182	25.4	0.947	21	0
1	90	62	18	59	25.1	1.268	25	0
1	125	70	24	110	24.3	0.221	25	0
1	119	54	13	50	22.3	0.205	24	0
5	116	74	29	0	32.3	0.66	35	1
8	105	100	36	0	43.3	0.239	45	1
5	144	82	26	285	32	0.452	58	1
3	100	68	23	81	31.6	0.949	28	0
1	100	66	29	196	32	0.444	42	0
5	166	76	0	0	45.7	0.34	27	1
1	131	64	14	415	23.7	0.389	21	0
4	116	72	12	87	22.1	0.463	37	0
4	158	78	0	0	32.9	0.803	31	1
2	127	58	24	275	27.7	1.6	25	0
3	96	56	34	115	24.7	0.944	39	0
0	131	66	40	0	34.3	0.196	22	1
3	82	70	0	0	21.1	0.389	25	0
3	193	70	31	0	34.9	0.241	25	1
4	95	64	0	0	32	0.161	31	1
6	137	61	0	0	24.2	0.151	55	0
5	136	84	41	88	35	0.286	35	1
9	72	78	25	0	31.6	0.28	38	0
5	168	64	0	0	32.9	0.135	41	1
2	123	48	32	165	42.1	0.52	26	0
4	115	72	0	0	28.9	0.376	46	1
0	101	62	0	0	21.9	0.336	25	0
8	197	74	0	0	25.9	1.191	39	1
1	172	68	49	579	42.4	0.702	28	1
6	102	90	39	0	35.7	0.674	28	0
1	112	72	30	176	34.4	0.528	25	0
1	143	84	23	310	42.4	1.076	22	0
1	143	74	22	61	26.2	0.256	21	0
0	138	60	35	167	34.6	0.534	21	1
3	173	84	33	474	35.7	0.258	22	1
1	97	68	21	0	27.2	1.095	22	0
4	144	82	32	0	38.5	0.554	37	1
1	83	68	0	0	18.2	0.624	27	0
3	129	64	29	115	26.4	0.219	28	1
1	119	88	41	170	45.3	0.507	26	0
2	94	68	18	76	26	0.561	21	0
0	102	64	46	78	40.6	0.496	21	0
2	115	64	22	0	30.8	0.421	21	0
8	151	78	32	210	42.9	0.516	36	1
4	184	78	39	277	37	0.264	31	1
0	94	0	0	0	0	0.256	25	0
1	181	64	30	180	34.1	0.328	38	1
0	135	94	46	145	40.6	0.284	26	0
1	95	82	25	180	35	0.233	43	1
2	99	0	0	0	22.2	0.108	23	0
3	89	74	16	85	30.4	0.551	38	0
1	80	74	11	60	30	0.527	22	0
2	139	75	0	0	25.6	0.167	29	0
1	90	68	8	0	24.5	1.138	36	0
0	141	0	0	0	42.4	0.205	29	1
12	140	85	33	0	37.4	0.244	41	0
5	147	75	0	0	29.9	0.434	28	0
1	97	70	15	0	18.2	0.147	21	0
6	107	88	0	0	36.8	0.727	31	0
0	189	104	25	0	34.3	0.435	41	1
2	83	66	23	50	32.2	0.497	22	0
4	117	64	27	120	33.2	0.23	24	0
8	108	70	0	0	30.5	0.955	33	1
4	117	62	12	0	29.7	0.38	30	1
0	180	78	63	14	59.4	2.42	25	1
1	100	72	12	70	25.3	0.658	28	0
0	95	80	45	92	36.5	0.33	26	0
0	104	64	37	64	33.6	0.51	22	1
0	120	74	18	63	30.5	0.285	26	0
1	82	64	13	95	21.2	0.415	23	0
2	134	70	0	0	28.9	0.542	23	1
0	91	68	32	210	39.9	0.381	25	0
2	119	0	0	0	19.6	0.832	72	0
2	100	54	28	105	37.8	0.498	24	0
14	175	62	30	0	33.6	0.212	38	1
1	135	54	0	0	26.7	0.687	62	0
5	86	68	28	71	30.2	0.364	24	0
10	148	84	48	237	37.6	1.001	51	1
9	134	74	33	60	25.9	0.46	81	0
9	120	72	22	56	20.8	0.733	48	0
1	71	62	0	0	21.8	0.416	26	0
8	74	70	40	49	35.3	0.705	39	0
5	88	78	30	0	27.6	0.258	37	0
10	115	98	0	0	24	1.022	34	0
0	124	56	13	105	21.8	0.452	21	0
0	74	52	10	36	27.8	0.269	22	0
0	97	64	36	100	36.8	0.6	25	0
8	120	0	0	0	30	0.183	38	1
6	154	78	41	140	46.1	0.571	27	0
1	144	82	40	0	41.3	0.607	28	0
0	137	70	38	0	33.2	0.17	22	0
0	119	66	27	0	38.8	0.259	22	0
7	136	90	0	0	29.9	0.21	50	0
4	114	64	0	0	28.9	0.126	24	0
0	137	84	27	0	27.3	0.231	59	0
2	105	80	45	191	33.7	0.711	29	1
7	114	76	17	110	23.8	0.466	31	0
8	126	74	38	75	25.9	0.162	39	0
4	132	86	31	0	28	0.419	63	0
3	158	70	30	328	35.5	0.344	35	1
0	123	88	37	0	35.2	0.197	29	0
4	85	58	22	49	27.8	0.306	28	0
0	84	82	31	125	38.2	0.233	23	0
0	145	0	0	0	44.2	0.63	31	1
0	135	68	42	250	42.3	0.365	24	1
1	139	62	41	480	40.7	0.536	21	0
0	173	78	32	265	46.5	1.159	58	0
4	99	72	17	0	25.6	0.294	28	0
8	194	80	0	0	26.1	0.551	67	0
2	83	65	28	66	36.8	0.629	24	0
2	89	90	30	0	33.5	0.292	42	0
4	99	68	38	0	32.8	0.145	33	0
4	125	70	18	122	28.9	1.144	45	1
3	80	0	0	0	0	0.174	22	0
6	166	74	0	0	26.6	0.304	66	0
5	110	68	0	0	26	0.292	30	0
2	81	72	15	76	30.1	0.547	25	0
7	195	70	33	145	25.1	0.163	55	1
6	154	74	32	193	29.3	0.839	39	0
2	117	90	19	71	25.2	0.313	21	0
3	84	72	32	0	37.2	0.267	28	0
6	0	68	41	0	39	0.727	41	1
7	94	64	25	79	33.3	0.738	41	0
3	96	78	39	0	37.3	0.238	40	0
10	75	82	0	0	33.3	0.263	38	0
0	180	90	26	90	36.5	0.314	35	1
1	130	60	23	170	28.6	0.692	21	0
2	84	50	23	76	30.4	0.968	21	0
8	120	78	0	0	25	0.409	64	0
12	84	72	31	0	29.7	0.297	46	1
0	139	62	17	210	22.1	0.207	21	0
9	91	68	0	0	24.2	0.2	58	0
2	91	62	0	0	27.3	0.525	22	0
3	99	54	19	86	25.6	0.154	24	0
3	163	70	18	105	31.6	0.268	28	1
9	145	88	34	165	30.3	0.771	53	1
7	125	86	0	0	37.6	0.304	51	0
13	76	60	0	0	32.8	0.18	41	0
6	129	90	7	326	19.6	0.582	60	0
2	68	70	32	66	25	0.187	25	0
3	124	80	33	130	33.2	0.305	26	0
6	114	0	0	0	0	0.189	26	0
9	130	70	0	0	34.2	0.652	45	1
3	125	58	0	0	31.6	0.151	24	0
3	87	60	18	0	21.8	0.444	21	0
1	97	64	19	82	18.2	0.299	21	0
3	116	74	15	105	26.3	0.107	24	0
0	117	66	31	188	30.8	0.493	22	0
0	111	65	0	0	24.6	0.66	31	0
2	122	60	18	106	29.8	0.717	22	0
0	107	76	0	0	45.3	0.686	24	0
1	86	66	52	65	41.3	0.917	29	0
6	91	0	0	0	29.8	0.501	31	0
1	77	56	30	56	33.3	1.251	24	0
4	132	0	0	0	32.9	0.302	23	1
0	105	90	0	0	29.6	0.197	46	0
0	57	60	0	0	21.7	0.735	67	0
0	127	80	37	210	36.3	0.804	23	0
3	129	92	49	155	36.4	0.968	32	1
8	100	74	40	215	39.4	0.661	43	1
3	128	72	25	190	32.4	0.549	27	1
10	90	85	32	0	34.9	0.825	56	1
4	84	90	23	56	39.5	0.159	25	0
1	88	78	29	76	32	0.365	29	0
8	186	90	35	225	34.5	0.423	37	1
5	187	76	27	207	43.6	1.034	53	1
4	131	68	21	166	33.1	0.16	28	0
1	164	82	43	67	32.8	0.341	50	0
4	189	110	31	0	28.5	0.68	37	0
1	116	70	28	0	27.4	0.204	21	0
3	84	68	30	106	31.9	0.591	25	0
6	114	88	0	0	27.8	0.247	66	0
1	88	62	24	44	29.9	0.422	23	0
1	84	64	23	115	36.9	0.471	28	0
7	124	70	33	215	25.5	0.161	37	0
1	97	70	40	0	38.1	0.218	30	0
8	110	76	0	0	27.8	0.237	58	0
11	103	68	40	0	46.2	0.126	42	0
11	85	74	0	0	30.1	0.3	35	0
6	125	76	0	0	33.8	0.121	54	1
0	198	66	32	274	41.3	0.502	28	1
1	87	68	34	77	37.6	0.401	24	0
6	99	60	19	54	26.9	0.497	32	0
0	91	80	0	0	32.4	0.601	27	0
2	95	54	14	88	26.1	0.748	22	0
1	99	72	30	18	38.6	0.412	21	0
6	92	62	32	126	32	0.085	46	0
4	154	72	29	126	31.3	0.338	37	0
0	121	66	30	165	34.3	0.203	33	1
3	78	70	0	0	32.5	0.27	39	0
2	130	96	0	0	22.6	0.268	21	0
3	111	58	31	44	29.5	0.43	22	0
2	98	60	17	120	34.7	0.198	22	0
1	143	86	30	330	30.1	0.892	23	0
1	119	44	47	63	35.5	0.28	25	0
6	108	44	20	130	24	0.813	35	0
2	118	80	0	0	42.9	0.693	21	1
10	133	68	0	0	27	0.245	36	0
2	197	70	99	0	34.7	0.575	62	1
0	151	90	46	0	42.1	0.371	21	1
6	109	60	27	0	25	0.206	27	0
12	121	78	17	0	26.5	0.259	62	0
8	100	76	0	0	38.7	0.19	42	0
8	124	76	24	600	28.7	0.687	52	1
1	93	56	11	0	22.5	0.417	22	0
8	143	66	0	0	34.9	0.129	41	1
6	103	66	0	0	24.3	0.249	29	0
3	176	86	27	156	33.3	1.154	52	1
0	73	0	0	0	21.1	0.342	25	0
11	111	84	40	0	46.8	0.925	45	1
2	112	78	50	140	39.4	0.175	24	0
3	132	80	0	0	34.4	0.402	44	1
2	82	52	22	115	28.5	1.699	25	0
6	123	72	45	230	33.6	0.733	34	0
0	188	82	14	185	32	0.682	22	1
0	67	76	0	0	45.3	0.194	46	0
1	89	24	19	25	27.8	0.559	21	0
1	173	74	0	0	36.8	0.088	38	1
1	109	38	18	120	23.1	0.407	26	0
1	108	88	19	0	27.1	0.4	24	0
6	96	0	0	0	23.7	0.19	28	0
1	124	74	36	0	27.8	0.1	30	0
7	150	78	29	126	35.2	0.692	54	1
4	183	0	0	0	28.4	0.212	36	1
1	124	60	32	0	35.8	0.514	21	0
1	181	78	42	293	40	1.258	22	1
1	92	62	25	41	19.5	0.482	25	0
0	152	82	39	272	41.5	0.27	27	0
1	111	62	13	182	24	0.138	23	0
3	106	54	21	158	30.9	0.292	24	0
3	174	58	22	194	32.9	0.593	36	1
7	168	88	42	321	38.2	0.787	40	1
6	105	80	28	0	32.5	0.878	26	0
11	138	74	26	144	36.1	0.557	50	1
3	106	72	0	0	25.8	0.207	27	0
6	117	96	0	0	28.7	0.157	30	0
2	68	62	13	15	20.1	0.257	23	0
9	112	82	24	0	28.2	1.282	50	1
0	119	0	0	0	32.4	0.141	24	1
2	112	86	42	160	38.4	0.246	28	0
2	92	76	20	0	24.2	1.698	28	0
6	183	94	0	0	40.8	1.461	45	0
0	94	70	27	115	43.5	0.347	21	0
2	108	64	0	0	30.8	0.158	21	0
4	90	88	47	54	37.7	0.362	29	0
0	125	68	0	0	24.7	0.206	21	0
0	132	78	0	0	32.4	0.393	21	0
5	128	80	0	0	34.6	0.144	45	0
4	94	65	22	0	24.7	0.148	21	0
7	114	64	0	0	27.4	0.732	34	1
0	102	78	40	90	34.5	0.238	24	0
2	111	60	0	0	26.2	0.343	23	0
1	128	82	17	183	27.5	0.115	22	0
10	92	62	0	0	25.9	0.167	31	0
13	104	72	0	0	31.2	0.465	38	1
5	104	74	0	0	28.8	0.153	48	0
2	94	76	18	66	31.6	0.649	23	0
7	97	76	32	91	40.9	0.871	32	1
1	100	74	12	46	19.5	0.149	28	0
0	102	86	17	105	29.3	0.695	27	0
4	128	70	0	0	34.3	0.303	24	0
6	147	80	0	0	29.5	0.178	50	1
4	90	0	0	0	28	0.61	31	0
3	103	72	30	152	27.6	0.73	27	0
2	157	74	35	440	39.4	0.134	30	0
1	167	74	17	144	23.4	0.447	33	1
0	179	50	36	159	37.8	0.455	22	1
11	136	84	35	130	28.3	0.26	42	1
0	107	60	25	0	26.4	0.133	23	0
1	91	54	25	100	25.2	0.234	23	0
1	117	60	23	106	33.8	0.466	27	0
5	123	74	40	77	34.1	0.269	28	0
2	120	54	0	0	26.8	0.455	27	0
1	106	70	28	135	34.2	0.142	22	0
2	155	52	27	540	38.7	0.24	25	1
2	101	58	35	90	21.8	0.155	22	0
1	120	80	48	200	38.9	1.162	41	0
11	127	106	0	0	39	0.19	51	0
3	80	82	31	70	34.2	1.292	27	1
10	162	84	0	0	27.7	0.182	54	0
1	199	76	43	0	42.9	1.394	22	1
8	167	106	46	231	37.6	0.165	43	1
9	145	80	46	130	37.9	0.637	40	1
6	115	60	39	0	33.7	0.245	40	1
1	112	80	45	132	34.8	0.217	24	0
4	145	82	18	0	32.5	0.235	70	1
10	111	70	27	0	27.5	0.141	40	1
6	98	58	33	190	34	0.43	43	0
9	154	78	30	100	30.9	0.164	45	0
6	165	68	26	168	33.6	0.631	49	0
1	99	58	10	0	25.4	0.551	21	0
10	68	106	23	49	35.5	0.285	47	0
3	123	100	35	240	57.3	0.88	22	0
8	91	82	0	0	35.6	0.587	68	0
6	195	70	0	0	30.9	0.328	31	1
9	156	86	0	0	24.8	0.23	53	1
0	93	60	0	0	35.3	0.263	25	0
3	121	52	0	0	36	0.127	25	1
2	101	58	17	265	24.2	0.614	23	0
2	56	56	28	45	24.2	0.332	22	0
0	162	76	36	0	49.6	0.364	26	1
0	95	64	39	105	44.6	0.366	22	0
4	125	80	0	0	32.3	0.536	27	1
5	136	82	0	0	0	0.64	69	0
2	129	74	26	205	33.2	0.591	25	0
3	130	64	0	0	23.1	0.314	22	0
1	107	50	19	0	28.3	0.181	29	0
1	140	74	26	180	24.1	0.828	23	0
1	144	82	46	180	46.1	0.335	46	1
8	107	80	0	0	24.6	0.856	34	0
13	158	114	0	0	42.3	0.257	44	1
2	121	70	32	95	39.1	0.886	23	0
7	129	68	49	125	38.5	0.439	43	1
2	90	60	0	0	23.5	0.191	25	0
7	142	90	24	480	30.4	0.128	43	1
3	169	74	19	125	29.9	0.268	31	1
0	99	0	0	0	25	0.253	22	0
4	127	88	11	155	34.5	0.598	28	0
4	118	70	0	0	44.5	0.904	26	0
2	122	76	27	200	35.9	0.483	26	0
6	125	78	31	0	27.6	0.565	49	1
1	168	88	29	0	35	0.905	52	1
2	129	0	0	0	38.5	0.304	41	0
4	110	76	20	100	28.4	0.118	27	0
6	80	80	36	0	39.8	0.177	28	0
10	115	0	0	0	0	0.261	30	1
2	127	46	21	335	34.4	0.176	22	0
9	164	78	0	0	32.8	0.148	45	1
2	93	64	32	160	38	0.674	23	1
3	158	64	13	387	31.2	0.295	24	0
5	126	78	27	22	29.6	0.439	40	0
10	129	62	36	0	41.2	0.441	38	1
0	134	58	20	291	26.4	0.352	21	0
3	102	74	0	0	29.5	0.121	32	0
7	187	50	33	392	33.9	0.826	34	1
3	173	78	39	185	33.8	0.97	31	1
10	94	72	18	0	23.1	0.595	56	0
1	108	60	46	178	35.5	0.415	24	0
5	97	76	27	0	35.6	0.378	52	1
4	83	86	19	0	29.3	0.317	34	0
1	114	66	36	200	38.1	0.289	21	0
1	149	68	29	127	29.3	0.349	42	1
5	117	86	30	105	39.1	0.251	42	0
1	111	94	0	0	32.8	0.265	45	0
4	112	78	40	0	39.4	0.236	38	0
1	116	78	29	180	36.1	0.496	25	0
0	141	84	26	0	32.4	0.433	22	0
2	175	88	0	0	22.9	0.326	22	0
2	92	52	0	0	30.1	0.141	22	0
3	130	78	23	79	28.4	0.323	34	1
8	120	86	0	0	28.4	0.259	22	1
2	174	88	37	120	44.5	0.646	24	1
2	106	56	27	165	29	0.426	22	0
2	105	75	0	0	23.3	0.56	53	0
4	95	60	32	0	35.4	0.284	28	0
0	126	86	27	120	27.4	0.515	21	0
8	65	72	23	0	32	0.6	42	0
2	99	60	17	160	36.6	0.453	21	0
1	102	74	0	0	39.5	0.293	42	1
11	120	80	37	150	42.3	0.785	48	1
3	102	44	20	94	30.8	0.4	26	0
1	109	58	18	116	28.5	0.219	22	0
9	140	94	0	0	32.7	0.734	45	1
13	153	88	37	140	40.6	1.174	39	0
12	100	84	33	105	30	0.488	46	0
1	147	94	41	0	49.3	0.358	27	1
1	81	74	41	57	46.3	1.096	32	0
3	187	70	22	200	36.4	0.408	36	1
6	162	62	0	0	24.3	0.178	50	1
4	136	70	0	0	31.2	1.182	22	1
1	121	78	39	74	39	0.261	28	0
3	108	62	24	0	26	0.223	25	0
0	181	88	44	510	43.3	0.222	26	1
8	154	78	32	0	32.4	0.443	45	1
1	128	88	39	110	36.5	1.057	37	1
7	137	90	41	0	32	0.391	39	0
0	123	72	0	0	36.3	0.258	52	1
1	106	76	0	0	37.5	0.197	26	0
6	190	92	0	0	35.5	0.278	66	1
2	88	58	26	16	28.4	0.766	22	0
9	170	74	31	0	44	0.403	43	1
9	89	62	0	0	22.5	0.142	33	0
10	101	76	48	180	32.9	0.171	63	0
2	122	70	27	0	36.8	0.34	27	0
5	121	72	23	112	26.2	0.245	30	0
1	126	60	0	0	30.1	0.349	47	1
1	93	70	31	0	30.4	0.315	23	0




Summary of computational transaction
Raw Input view raw input (R code)
Raw Outputview raw output of R engine
Computing time34 seconds
R ServerBig Analytics Cloud Computing Center

\begin{tabular}{lllllllll}
\hline
Summary of computational transaction \tabularnewline
Raw Input view raw input (R code)  \tabularnewline
Raw Outputview raw output of R engine  \tabularnewline
Computing time34 seconds \tabularnewline
R ServerBig Analytics Cloud Computing Center \tabularnewline
\hline
\end{tabular}
%Source: https://freestatistics.org/blog/index.php?pk=319247&T=0

[TABLE]
[ROW]
Summary of computational transaction[/C][/ROW] [ROW]Raw Input[/C] view raw input (R code) [/C][/ROW] [ROW]Raw Output[/C]view raw output of R engine [/C][/ROW] [ROW]Computing time[/C]34 seconds[/C][/ROW] [ROW]R Server[/C]Big Analytics Cloud Computing Center[/C][/ROW] [/TABLE] Source: https://freestatistics.org/blog/index.php?pk=319247&T=0

Globally Unique Identifier (entire table): ba.freestatistics.org/blog/index.php?pk=319247&T=0

As an alternative you can also use a QR Code:  

The GUIDs for individual cells are displayed in the table below:

Summary of computational transaction
Raw Input view raw input (R code)
Raw Outputview raw output of R engine
Computing time34 seconds
R ServerBig Analytics Cloud Computing Center







Naive Bayes Classifier
> naive_bayes_via_caret$results
   usekernel laplace adjust  Accuracy     Kappa AccuracySD    KappaSD
1      FALSE     0.0   0.75 0.7561088 0.4546178 0.02359142 0.04998632
2      FALSE     0.0   1.00 0.7561088 0.4546178 0.02359142 0.04998632
3      FALSE     0.0   1.25 0.7561088 0.4546178 0.02359142 0.04998632
4      FALSE     0.0   1.50 0.7561088 0.4546178 0.02359142 0.04998632
5      FALSE     0.0   1.75 0.7561088 0.4546178 0.02359142 0.04998632
6      FALSE     0.0   2.00 0.7561088 0.4546178 0.02359142 0.04998632
7      FALSE     0.0   2.25 0.7561088 0.4546178 0.02359142 0.04998632
8      FALSE     0.0   2.50 0.7561088 0.4546178 0.02359142 0.04998632
49      TRUE     0.0   0.75 0.7038570 0.2598568 0.02653502 0.06390995
50      TRUE     0.0   1.00 0.7095301 0.2791654 0.02532278 0.06257903
51      TRUE     0.0   1.25 0.7189918 0.3075751 0.02541970 0.05990997
52      TRUE     0.0   1.50 0.7234251 0.3213295 0.02706402 0.06351609
53      TRUE     0.0   1.75 0.7251445 0.3272227 0.02558471 0.06029674
54      TRUE     0.0   2.00 0.7244636 0.3263163 0.02280618 0.05175267
55      TRUE     0.0   2.25 0.7244205 0.3264729 0.02378712 0.05533308
56      TRUE     0.0   2.50 0.7244656 0.3285843 0.02412941 0.05516267
9      FALSE     0.5   0.75 0.7561088 0.4546178 0.02359142 0.04998632
10     FALSE     0.5   1.00 0.7561088 0.4546178 0.02359142 0.04998632
11     FALSE     0.5   1.25 0.7561088 0.4546178 0.02359142 0.04998632
12     FALSE     0.5   1.50 0.7561088 0.4546178 0.02359142 0.04998632
13     FALSE     0.5   1.75 0.7561088 0.4546178 0.02359142 0.04998632
14     FALSE     0.5   2.00 0.7561088 0.4546178 0.02359142 0.04998632
15     FALSE     0.5   2.25 0.7561088 0.4546178 0.02359142 0.04998632
16     FALSE     0.5   2.50 0.7561088 0.4546178 0.02359142 0.04998632
57      TRUE     0.5   0.75 0.7038570 0.2598568 0.02653502 0.06390995
58      TRUE     0.5   1.00 0.7095301 0.2791654 0.02532278 0.06257903
59      TRUE     0.5   1.25 0.7189918 0.3075751 0.02541970 0.05990997
60      TRUE     0.5   1.50 0.7234251 0.3213295 0.02706402 0.06351609
61      TRUE     0.5   1.75 0.7251445 0.3272227 0.02558471 0.06029674
62      TRUE     0.5   2.00 0.7244636 0.3263163 0.02280618 0.05175267
63      TRUE     0.5   2.25 0.7244205 0.3264729 0.02378712 0.05533308
64      TRUE     0.5   2.50 0.7244656 0.3285843 0.02412941 0.05516267
17     FALSE     1.0   0.75 0.7561088 0.4546178 0.02359142 0.04998632
18     FALSE     1.0   1.00 0.7561088 0.4546178 0.02359142 0.04998632
19     FALSE     1.0   1.25 0.7561088 0.4546178 0.02359142 0.04998632
20     FALSE     1.0   1.50 0.7561088 0.4546178 0.02359142 0.04998632
21     FALSE     1.0   1.75 0.7561088 0.4546178 0.02359142 0.04998632
22     FALSE     1.0   2.00 0.7561088 0.4546178 0.02359142 0.04998632
23     FALSE     1.0   2.25 0.7561088 0.4546178 0.02359142 0.04998632
24     FALSE     1.0   2.50 0.7561088 0.4546178 0.02359142 0.04998632
65      TRUE     1.0   0.75 0.7038570 0.2598568 0.02653502 0.06390995
66      TRUE     1.0   1.00 0.7095301 0.2791654 0.02532278 0.06257903
67      TRUE     1.0   1.25 0.7189918 0.3075751 0.02541970 0.05990997
68      TRUE     1.0   1.50 0.7234251 0.3213295 0.02706402 0.06351609
69      TRUE     1.0   1.75 0.7251445 0.3272227 0.02558471 0.06029674
70      TRUE     1.0   2.00 0.7244636 0.3263163 0.02280618 0.05175267
71      TRUE     1.0   2.25 0.7244205 0.3264729 0.02378712 0.05533308
72      TRUE     1.0   2.50 0.7244656 0.3285843 0.02412941 0.05516267
25     FALSE     2.0   0.75 0.7561088 0.4546178 0.02359142 0.04998632
26     FALSE     2.0   1.00 0.7561088 0.4546178 0.02359142 0.04998632
27     FALSE     2.0   1.25 0.7561088 0.4546178 0.02359142 0.04998632
28     FALSE     2.0   1.50 0.7561088 0.4546178 0.02359142 0.04998632
29     FALSE     2.0   1.75 0.7561088 0.4546178 0.02359142 0.04998632
30     FALSE     2.0   2.00 0.7561088 0.4546178 0.02359142 0.04998632
31     FALSE     2.0   2.25 0.7561088 0.4546178 0.02359142 0.04998632
32     FALSE     2.0   2.50 0.7561088 0.4546178 0.02359142 0.04998632
73      TRUE     2.0   0.75 0.7038570 0.2598568 0.02653502 0.06390995
74      TRUE     2.0   1.00 0.7095301 0.2791654 0.02532278 0.06257903
75      TRUE     2.0   1.25 0.7189918 0.3075751 0.02541970 0.05990997
76      TRUE     2.0   1.50 0.7234251 0.3213295 0.02706402 0.06351609
77      TRUE     2.0   1.75 0.7251445 0.3272227 0.02558471 0.06029674
78      TRUE     2.0   2.00 0.7244636 0.3263163 0.02280618 0.05175267
79      TRUE     2.0   2.25 0.7244205 0.3264729 0.02378712 0.05533308
80      TRUE     2.0   2.50 0.7244656 0.3285843 0.02412941 0.05516267
33     FALSE     3.0   0.75 0.7561088 0.4546178 0.02359142 0.04998632
34     FALSE     3.0   1.00 0.7561088 0.4546178 0.02359142 0.04998632
35     FALSE     3.0   1.25 0.7561088 0.4546178 0.02359142 0.04998632
36     FALSE     3.0   1.50 0.7561088 0.4546178 0.02359142 0.04998632
37     FALSE     3.0   1.75 0.7561088 0.4546178 0.02359142 0.04998632
38     FALSE     3.0   2.00 0.7561088 0.4546178 0.02359142 0.04998632
39     FALSE     3.0   2.25 0.7561088 0.4546178 0.02359142 0.04998632
40     FALSE     3.0   2.50 0.7561088 0.4546178 0.02359142 0.04998632
81      TRUE     3.0   0.75 0.7038570 0.2598568 0.02653502 0.06390995
82      TRUE     3.0   1.00 0.7095301 0.2791654 0.02532278 0.06257903
83      TRUE     3.0   1.25 0.7189918 0.3075751 0.02541970 0.05990997
84      TRUE     3.0   1.50 0.7234251 0.3213295 0.02706402 0.06351609
85      TRUE     3.0   1.75 0.7251445 0.3272227 0.02558471 0.06029674
86      TRUE     3.0   2.00 0.7244636 0.3263163 0.02280618 0.05175267
87      TRUE     3.0   2.25 0.7244205 0.3264729 0.02378712 0.05533308
88      TRUE     3.0   2.50 0.7244656 0.3285843 0.02412941 0.05516267
41     FALSE     4.0   0.75 0.7561088 0.4546178 0.02359142 0.04998632
42     FALSE     4.0   1.00 0.7561088 0.4546178 0.02359142 0.04998632
43     FALSE     4.0   1.25 0.7561088 0.4546178 0.02359142 0.04998632
44     FALSE     4.0   1.50 0.7561088 0.4546178 0.02359142 0.04998632
45     FALSE     4.0   1.75 0.7561088 0.4546178 0.02359142 0.04998632
46     FALSE     4.0   2.00 0.7561088 0.4546178 0.02359142 0.04998632
47     FALSE     4.0   2.25 0.7561088 0.4546178 0.02359142 0.04998632
48     FALSE     4.0   2.50 0.7561088 0.4546178 0.02359142 0.04998632
89      TRUE     4.0   0.75 0.7038570 0.2598568 0.02653502 0.06390995
90      TRUE     4.0   1.00 0.7095301 0.2791654 0.02532278 0.06257903
91      TRUE     4.0   1.25 0.7189918 0.3075751 0.02541970 0.05990997
92      TRUE     4.0   1.50 0.7234251 0.3213295 0.02706402 0.06351609
93      TRUE     4.0   1.75 0.7251445 0.3272227 0.02558471 0.06029674
94      TRUE     4.0   2.00 0.7244636 0.3263163 0.02280618 0.05175267
95      TRUE     4.0   2.25 0.7244205 0.3264729 0.02378712 0.05533308
96      TRUE     4.0   2.50 0.7244656 0.3285843 0.02412941 0.05516267
> naive_bayes_via_caret$finalModel$tuneValue
  laplace usekernel adjust
1       0     FALSE   0.75
> print.naive_bayes(naive_bayes_via_caret$finalModel)
================================== Naive Bayes ================================== 
 
 Call: 
naive_bayes.default(x = x, y = y, laplace = param$laplace, usekernel = FALSE, 
    usepoisson = TRUE, kernel = ..1, bw = "SJ")
--------------------------------------------------------------------------------- 
 
Laplace smoothing: 0
--------------------------------------------------------------------------------- 
 
 A priori probabilities: 
        0         1 
0.6510417 0.3489583 
--------------------------------------------------------------------------------- 
 
 Tables: 
--------------------------------------------------------------------------------- 
 ::: Pregnancies (Gaussian) 
--------------------------------------------------------------------------------- 
           
Pregnancies        0        1
       mean 3.298000 4.865672
       sd   3.017185 3.741239
--------------------------------------------------------------------------------- 
 ::: Glucose (Gaussian) 
--------------------------------------------------------------------------------- 
       
Glucose         0         1
   mean 109.98000 141.25746
   sd    26.14120  31.93962
--------------------------------------------------------------------------------- 
 ::: BloodPressure (Gaussian) 
--------------------------------------------------------------------------------- 
             
BloodPressure        0        1
         mean 68.18400 70.82463
         sd   18.06308 21.49181
--------------------------------------------------------------------------------- 
 ::: SkinThickness (Gaussian) 
--------------------------------------------------------------------------------- 
             
SkinThickness        0        1
         mean 19.66400 22.16418
         sd   14.88995 17.67971
--------------------------------------------------------------------------------- 
 ::: Insulin (Gaussian) 
--------------------------------------------------------------------------------- 
       
Insulin         0         1
   mean  68.79200 100.33582
   sd    98.86529 138.68912
--------------------------------------------------------------------------------- 
 ::: BMI (Gaussian) 
--------------------------------------------------------------------------------- 
      
BMI            0         1
  mean 30.304200 35.142537
  sd    7.689855  7.262967
--------------------------------------------------------------------------------- 
 ::: DiabetesPedigreeFunction (Gaussian) 
--------------------------------------------------------------------------------- 
                        
DiabetesPedigreeFunction         0         1
                    mean 0.4297340 0.5505000
                    sd   0.2990853 0.3723545
--------------------------------------------------------------------------------- 
 ::: Age (Gaussian) 
--------------------------------------------------------------------------------- 
      
Age           0        1
  mean 31.19000 37.06716
  sd   11.66765 10.96825
---------------------------------------------------------------------------------
> z
    Pregnancies Glucose BloodPressure SkinThickness Insulin  BMI
1             6     148            72            35       0 33.6
2             1      85            66            29       0 26.6
3             8     183            64             0       0 23.3
4             1      89            66            23      94 28.1
5             0     137            40            35     168 43.1
6             5     116            74             0       0 25.6
7             3      78            50            32      88 31.0
8            10     115             0             0       0 35.3
9             2     197            70            45     543 30.5
10            8     125            96             0       0  0.0
11            4     110            92             0       0 37.6
12           10     168            74             0       0 38.0
13           10     139            80             0       0 27.1
14            1     189            60            23     846 30.1
15            5     166            72            19     175 25.8
16            7     100             0             0       0 30.0
17            0     118            84            47     230 45.8
18            7     107            74             0       0 29.6
19            1     103            30            38      83 43.3
20            1     115            70            30      96 34.6
21            3     126            88            41     235 39.3
22            8      99            84             0       0 35.4
23            7     196            90             0       0 39.8
24            9     119            80            35       0 29.0
25           11     143            94            33     146 36.6
26           10     125            70            26     115 31.1
27            7     147            76             0       0 39.4
28            1      97            66            15     140 23.2
29           13     145            82            19     110 22.2
30            5     117            92             0       0 34.1
31            5     109            75            26       0 36.0
32            3     158            76            36     245 31.6
33            3      88            58            11      54 24.8
34            6      92            92             0       0 19.9
35           10     122            78            31       0 27.6
36            4     103            60            33     192 24.0
37           11     138            76             0       0 33.2
38            9     102            76            37       0 32.9
39            2      90            68            42       0 38.2
40            4     111            72            47     207 37.1
41            3     180            64            25      70 34.0
42            7     133            84             0       0 40.2
43            7     106            92            18       0 22.7
44            9     171           110            24     240 45.4
45            7     159            64             0       0 27.4
46            0     180            66            39       0 42.0
47            1     146            56             0       0 29.7
48            2      71            70            27       0 28.0
49            7     103            66            32       0 39.1
50            7     105             0             0       0  0.0
51            1     103            80            11      82 19.4
52            1     101            50            15      36 24.2
53            5      88            66            21      23 24.4
54            8     176            90            34     300 33.7
55            7     150            66            42     342 34.7
56            1      73            50            10       0 23.0
57            7     187            68            39     304 37.7
58            0     100            88            60     110 46.8
59            0     146            82             0       0 40.5
60            0     105            64            41     142 41.5
61            2      84             0             0       0  0.0
62            8     133            72             0       0 32.9
63            5      44            62             0       0 25.0
64            2     141            58            34     128 25.4
65            7     114            66             0       0 32.8
66            5      99            74            27       0 29.0
67            0     109            88            30       0 32.5
68            2     109            92             0       0 42.7
69            1      95            66            13      38 19.6
70            4     146            85            27     100 28.9
71            2     100            66            20      90 32.9
72            5     139            64            35     140 28.6
73           13     126            90             0       0 43.4
74            4     129            86            20     270 35.1
75            1      79            75            30       0 32.0
76            1       0            48            20       0 24.7
77            7      62            78             0       0 32.6
78            5      95            72            33       0 37.7
79            0     131             0             0       0 43.2
80            2     112            66            22       0 25.0
81            3     113            44            13       0 22.4
82            2      74             0             0       0  0.0
83            7      83            78            26      71 29.3
84            0     101            65            28       0 24.6
85            5     137           108             0       0 48.8
86            2     110            74            29     125 32.4
87           13     106            72            54       0 36.6
88            2     100            68            25      71 38.5
89           15     136            70            32     110 37.1
90            1     107            68            19       0 26.5
91            1      80            55             0       0 19.1
92            4     123            80            15     176 32.0
93            7      81            78            40      48 46.7
94            4     134            72             0       0 23.8
95            2     142            82            18      64 24.7
96            6     144            72            27     228 33.9
97            2      92            62            28       0 31.6
98            1      71            48            18      76 20.4
99            6      93            50            30      64 28.7
100           1     122            90            51     220 49.7
101           1     163            72             0       0 39.0
102           1     151            60             0       0 26.1
103           0     125            96             0       0 22.5
104           1      81            72            18      40 26.6
105           2      85            65             0       0 39.6
106           1     126            56            29     152 28.7
107           1      96           122             0       0 22.4
108           4     144            58            28     140 29.5
109           3      83            58            31      18 34.3
110           0      95            85            25      36 37.4
111           3     171            72            33     135 33.3
112           8     155            62            26     495 34.0
113           1      89            76            34      37 31.2
114           4      76            62             0       0 34.0
115           7     160            54            32     175 30.5
116           4     146            92             0       0 31.2
117           5     124            74             0       0 34.0
118           5      78            48             0       0 33.7
119           4      97            60            23       0 28.2
120           4      99            76            15      51 23.2
121           0     162            76            56     100 53.2
122           6     111            64            39       0 34.2
123           2     107            74            30     100 33.6
124           5     132            80             0       0 26.8
125           0     113            76             0       0 33.3
126           1      88            30            42      99 55.0
127           3     120            70            30     135 42.9
128           1     118            58            36      94 33.3
129           1     117            88            24     145 34.5
130           0     105            84             0       0 27.9
131           4     173            70            14     168 29.7
132           9     122            56             0       0 33.3
133           3     170            64            37     225 34.5
134           8      84            74            31       0 38.3
135           2      96            68            13      49 21.1
136           2     125            60            20     140 33.8
137           0     100            70            26      50 30.8
138           0      93            60            25      92 28.7
139           0     129            80             0       0 31.2
140           5     105            72            29     325 36.9
141           3     128            78             0       0 21.1
142           5     106            82            30       0 39.5
143           2     108            52            26      63 32.5
144          10     108            66             0       0 32.4
145           4     154            62            31     284 32.8
146           0     102            75            23       0  0.0
147           9      57            80            37       0 32.8
148           2     106            64            35     119 30.5
149           5     147            78             0       0 33.7
150           2      90            70            17       0 27.3
151           1     136            74            50     204 37.4
152           4     114            65             0       0 21.9
153           9     156            86            28     155 34.3
154           1     153            82            42     485 40.6
155           8     188            78             0       0 47.9
156           7     152            88            44       0 50.0
157           2      99            52            15      94 24.6
158           1     109            56            21     135 25.2
159           2      88            74            19      53 29.0
160          17     163            72            41     114 40.9
161           4     151            90            38       0 29.7
162           7     102            74            40     105 37.2
163           0     114            80            34     285 44.2
164           2     100            64            23       0 29.7
165           0     131            88             0       0 31.6
166           6     104            74            18     156 29.9
167           3     148            66            25       0 32.5
168           4     120            68             0       0 29.6
169           4     110            66             0       0 31.9
170           3     111            90            12      78 28.4
171           6     102            82             0       0 30.8
172           6     134            70            23     130 35.4
173           2      87             0            23       0 28.9
174           1      79            60            42      48 43.5
175           2      75            64            24      55 29.7
176           8     179            72            42     130 32.7
177           6      85            78             0       0 31.2
178           0     129           110            46     130 67.1
179           5     143            78             0       0 45.0
180           5     130            82             0       0 39.1
181           6      87            80             0       0 23.2
182           0     119            64            18      92 34.9
183           1       0            74            20      23 27.7
184           5      73            60             0       0 26.8
185           4     141            74             0       0 27.6
186           7     194            68            28       0 35.9
187           8     181            68            36     495 30.1
188           1     128            98            41      58 32.0
189           8     109            76            39     114 27.9
190           5     139            80            35     160 31.6
191           3     111            62             0       0 22.6
192           9     123            70            44      94 33.1
193           7     159            66             0       0 30.4
194          11     135             0             0       0 52.3
195           8      85            55            20       0 24.4
196           5     158            84            41     210 39.4
197           1     105            58             0       0 24.3
198           3     107            62            13      48 22.9
199           4     109            64            44      99 34.8
200           4     148            60            27     318 30.9
201           0     113            80            16       0 31.0
202           1     138            82             0       0 40.1
203           0     108            68            20       0 27.3
204           2      99            70            16      44 20.4
205           6     103            72            32     190 37.7
206           5     111            72            28       0 23.9
207           8     196            76            29     280 37.5
208           5     162           104             0       0 37.7
209           1      96            64            27      87 33.2
210           7     184            84            33       0 35.5
211           2      81            60            22       0 27.7
212           0     147            85            54       0 42.8
213           7     179            95            31       0 34.2
214           0     140            65            26     130 42.6
215           9     112            82            32     175 34.2
216          12     151            70            40     271 41.8
217           5     109            62            41     129 35.8
218           6     125            68            30     120 30.0
219           5      85            74            22       0 29.0
220           5     112            66             0       0 37.8
221           0     177            60            29     478 34.6
222           2     158            90             0       0 31.6
223           7     119             0             0       0 25.2
224           7     142            60            33     190 28.8
225           1     100            66            15      56 23.6
226           1      87            78            27      32 34.6
227           0     101            76             0       0 35.7
228           3     162            52            38       0 37.2
229           4     197            70            39     744 36.7
230           0     117            80            31      53 45.2
231           4     142            86             0       0 44.0
232           6     134            80            37     370 46.2
233           1      79            80            25      37 25.4
234           4     122            68             0       0 35.0
235           3      74            68            28      45 29.7
236           4     171            72             0       0 43.6
237           7     181            84            21     192 35.9
238           0     179            90            27       0 44.1
239           9     164            84            21       0 30.8
240           0     104            76             0       0 18.4
241           1      91            64            24       0 29.2
242           4      91            70            32      88 33.1
243           3     139            54             0       0 25.6
244           6     119            50            22     176 27.1
245           2     146            76            35     194 38.2
246           9     184            85            15       0 30.0
247          10     122            68             0       0 31.2
248           0     165            90            33     680 52.3
249           9     124            70            33     402 35.4
250           1     111            86            19       0 30.1
251           9     106            52             0       0 31.2
252           2     129            84             0       0 28.0
253           2      90            80            14      55 24.4
254           0      86            68            32       0 35.8
255          12      92            62             7     258 27.6
256           1     113            64            35       0 33.6
257           3     111            56            39       0 30.1
258           2     114            68            22       0 28.7
259           1     193            50            16     375 25.9
260          11     155            76            28     150 33.3
261           3     191            68            15     130 30.9
262           3     141             0             0       0 30.0
263           4      95            70            32       0 32.1
264           3     142            80            15       0 32.4
265           4     123            62             0       0 32.0
266           5      96            74            18      67 33.6
267           0     138             0             0       0 36.3
268           2     128            64            42       0 40.0
269           0     102            52             0       0 25.1
270           2     146             0             0       0 27.5
271          10     101            86            37       0 45.6
272           2     108            62            32      56 25.2
273           3     122            78             0       0 23.0
274           1      71            78            50      45 33.2
275          13     106            70             0       0 34.2
276           2     100            70            52      57 40.5
277           7     106            60            24       0 26.5
278           0     104            64            23     116 27.8
279           5     114            74             0       0 24.9
280           2     108            62            10     278 25.3
281           0     146            70             0       0 37.9
282          10     129            76            28     122 35.9
283           7     133            88            15     155 32.4
284           7     161            86             0       0 30.4
285           2     108            80             0       0 27.0
286           7     136            74            26     135 26.0
287           5     155            84            44     545 38.7
288           1     119            86            39     220 45.6
289           4      96            56            17      49 20.8
290           5     108            72            43      75 36.1
291           0      78            88            29      40 36.9
292           0     107            62            30      74 36.6
293           2     128            78            37     182 43.3
294           1     128            48            45     194 40.5
295           0     161            50             0       0 21.9
296           6     151            62            31     120 35.5
297           2     146            70            38     360 28.0
298           0     126            84            29     215 30.7
299          14     100            78            25     184 36.6
300           8     112            72             0       0 23.6
301           0     167             0             0       0 32.3
302           2     144            58            33     135 31.6
303           5      77            82            41      42 35.8
304           5     115            98             0       0 52.9
305           3     150            76             0       0 21.0
306           2     120            76            37     105 39.7
307          10     161            68            23     132 25.5
308           0     137            68            14     148 24.8
309           0     128            68            19     180 30.5
310           2     124            68            28     205 32.9
311           6      80            66            30       0 26.2
312           0     106            70            37     148 39.4
313           2     155            74            17      96 26.6
314           3     113            50            10      85 29.5
315           7     109            80            31       0 35.9
316           2     112            68            22      94 34.1
317           3      99            80            11      64 19.3
318           3     182            74             0       0 30.5
319           3     115            66            39     140 38.1
320           6     194            78             0       0 23.5
321           4     129            60            12     231 27.5
322           3     112            74            30       0 31.6
323           0     124            70            20       0 27.4
324          13     152            90            33      29 26.8
325           2     112            75            32       0 35.7
326           1     157            72            21     168 25.6
327           1     122            64            32     156 35.1
328          10     179            70             0       0 35.1
329           2     102            86            36     120 45.5
330           6     105            70            32      68 30.8
331           8     118            72            19       0 23.1
332           2      87            58            16      52 32.7
333           1     180             0             0       0 43.3
334          12     106            80             0       0 23.6
335           1      95            60            18      58 23.9
336           0     165            76            43     255 47.9
337           0     117             0             0       0 33.8
338           5     115            76             0       0 31.2
339           9     152            78            34     171 34.2
340           7     178            84             0       0 39.9
341           1     130            70            13     105 25.9
342           1      95            74            21      73 25.9
343           1       0            68            35       0 32.0
344           5     122            86             0       0 34.7
345           8      95            72             0       0 36.8
346           8     126            88            36     108 38.5
347           1     139            46            19      83 28.7
348           3     116             0             0       0 23.5
349           3      99            62            19      74 21.8
350           5       0            80            32       0 41.0
351           4      92            80             0       0 42.2
352           4     137            84             0       0 31.2
353           3      61            82            28       0 34.4
354           1      90            62            12      43 27.2
355           3      90            78             0       0 42.7
356           9     165            88             0       0 30.4
357           1     125            50            40     167 33.3
358          13     129             0            30       0 39.9
359          12      88            74            40      54 35.3
360           1     196            76            36     249 36.5
361           5     189            64            33     325 31.2
362           5     158            70             0       0 29.8
363           5     103           108            37       0 39.2
364           4     146            78             0       0 38.5
365           4     147            74            25     293 34.9
366           5      99            54            28      83 34.0
367           6     124            72             0       0 27.6
368           0     101            64            17       0 21.0
369           3      81            86            16      66 27.5
370           1     133           102            28     140 32.8
371           3     173            82            48     465 38.4
372           0     118            64            23      89  0.0
373           0      84            64            22      66 35.8
374           2     105            58            40      94 34.9
375           2     122            52            43     158 36.2
376          12     140            82            43     325 39.2
377           0      98            82            15      84 25.2
378           1      87            60            37      75 37.2
379           4     156            75             0       0 48.3
380           0      93           100            39      72 43.4
381           1     107            72            30      82 30.8
382           0     105            68            22       0 20.0
383           1     109            60             8     182 25.4
384           1      90            62            18      59 25.1
385           1     125            70            24     110 24.3
386           1     119            54            13      50 22.3
387           5     116            74            29       0 32.3
388           8     105           100            36       0 43.3
389           5     144            82            26     285 32.0
390           3     100            68            23      81 31.6
391           1     100            66            29     196 32.0
392           5     166            76             0       0 45.7
393           1     131            64            14     415 23.7
394           4     116            72            12      87 22.1
395           4     158            78             0       0 32.9
396           2     127            58            24     275 27.7
397           3      96            56            34     115 24.7
398           0     131            66            40       0 34.3
399           3      82            70             0       0 21.1
400           3     193            70            31       0 34.9
401           4      95            64             0       0 32.0
402           6     137            61             0       0 24.2
403           5     136            84            41      88 35.0
404           9      72            78            25       0 31.6
405           5     168            64             0       0 32.9
406           2     123            48            32     165 42.1
407           4     115            72             0       0 28.9
408           0     101            62             0       0 21.9
409           8     197            74             0       0 25.9
410           1     172            68            49     579 42.4
411           6     102            90            39       0 35.7
412           1     112            72            30     176 34.4
413           1     143            84            23     310 42.4
414           1     143            74            22      61 26.2
415           0     138            60            35     167 34.6
416           3     173            84            33     474 35.7
417           1      97            68            21       0 27.2
418           4     144            82            32       0 38.5
419           1      83            68             0       0 18.2
420           3     129            64            29     115 26.4
421           1     119            88            41     170 45.3
422           2      94            68            18      76 26.0
423           0     102            64            46      78 40.6
424           2     115            64            22       0 30.8
425           8     151            78            32     210 42.9
426           4     184            78            39     277 37.0
427           0      94             0             0       0  0.0
428           1     181            64            30     180 34.1
429           0     135            94            46     145 40.6
430           1      95            82            25     180 35.0
431           2      99             0             0       0 22.2
432           3      89            74            16      85 30.4
433           1      80            74            11      60 30.0
434           2     139            75             0       0 25.6
435           1      90            68             8       0 24.5
436           0     141             0             0       0 42.4
437          12     140            85            33       0 37.4
438           5     147            75             0       0 29.9
439           1      97            70            15       0 18.2
440           6     107            88             0       0 36.8
441           0     189           104            25       0 34.3
442           2      83            66            23      50 32.2
443           4     117            64            27     120 33.2
444           8     108            70             0       0 30.5
445           4     117            62            12       0 29.7
446           0     180            78            63      14 59.4
447           1     100            72            12      70 25.3
448           0      95            80            45      92 36.5
449           0     104            64            37      64 33.6
450           0     120            74            18      63 30.5
451           1      82            64            13      95 21.2
452           2     134            70             0       0 28.9
453           0      91            68            32     210 39.9
454           2     119             0             0       0 19.6
455           2     100            54            28     105 37.8
456          14     175            62            30       0 33.6
457           1     135            54             0       0 26.7
458           5      86            68            28      71 30.2
459          10     148            84            48     237 37.6
460           9     134            74            33      60 25.9
461           9     120            72            22      56 20.8
462           1      71            62             0       0 21.8
463           8      74            70            40      49 35.3
464           5      88            78            30       0 27.6
465          10     115            98             0       0 24.0
466           0     124            56            13     105 21.8
467           0      74            52            10      36 27.8
468           0      97            64            36     100 36.8
469           8     120             0             0       0 30.0
470           6     154            78            41     140 46.1
471           1     144            82            40       0 41.3
472           0     137            70            38       0 33.2
473           0     119            66            27       0 38.8
474           7     136            90             0       0 29.9
475           4     114            64             0       0 28.9
476           0     137            84            27       0 27.3
477           2     105            80            45     191 33.7
478           7     114            76            17     110 23.8
479           8     126            74            38      75 25.9
480           4     132            86            31       0 28.0
481           3     158            70            30     328 35.5
482           0     123            88            37       0 35.2
483           4      85            58            22      49 27.8
484           0      84            82            31     125 38.2
485           0     145             0             0       0 44.2
486           0     135            68            42     250 42.3
487           1     139            62            41     480 40.7
488           0     173            78            32     265 46.5
489           4      99            72            17       0 25.6
490           8     194            80             0       0 26.1
491           2      83            65            28      66 36.8
492           2      89            90            30       0 33.5
493           4      99            68            38       0 32.8
494           4     125            70            18     122 28.9
495           3      80             0             0       0  0.0
496           6     166            74             0       0 26.6
497           5     110            68             0       0 26.0
498           2      81            72            15      76 30.1
499           7     195            70            33     145 25.1
500           6     154            74            32     193 29.3
501           2     117            90            19      71 25.2
502           3      84            72            32       0 37.2
503           6       0            68            41       0 39.0
504           7      94            64            25      79 33.3
505           3      96            78            39       0 37.3
506          10      75            82             0       0 33.3
507           0     180            90            26      90 36.5
508           1     130            60            23     170 28.6
509           2      84            50            23      76 30.4
510           8     120            78             0       0 25.0
511          12      84            72            31       0 29.7
512           0     139            62            17     210 22.1
513           9      91            68             0       0 24.2
514           2      91            62             0       0 27.3
515           3      99            54            19      86 25.6
516           3     163            70            18     105 31.6
517           9     145            88            34     165 30.3
518           7     125            86             0       0 37.6
519          13      76            60             0       0 32.8
520           6     129            90             7     326 19.6
521           2      68            70            32      66 25.0
522           3     124            80            33     130 33.2
523           6     114             0             0       0  0.0
524           9     130            70             0       0 34.2
525           3     125            58             0       0 31.6
526           3      87            60            18       0 21.8
527           1      97            64            19      82 18.2
528           3     116            74            15     105 26.3
529           0     117            66            31     188 30.8
530           0     111            65             0       0 24.6
531           2     122            60            18     106 29.8
532           0     107            76             0       0 45.3
533           1      86            66            52      65 41.3
534           6      91             0             0       0 29.8
535           1      77            56            30      56 33.3
536           4     132             0             0       0 32.9
537           0     105            90             0       0 29.6
538           0      57            60             0       0 21.7
539           0     127            80            37     210 36.3
540           3     129            92            49     155 36.4
541           8     100            74            40     215 39.4
542           3     128            72            25     190 32.4
543          10      90            85            32       0 34.9
544           4      84            90            23      56 39.5
545           1      88            78            29      76 32.0
546           8     186            90            35     225 34.5
547           5     187            76            27     207 43.6
548           4     131            68            21     166 33.1
549           1     164            82            43      67 32.8
550           4     189           110            31       0 28.5
551           1     116            70            28       0 27.4
552           3      84            68            30     106 31.9
553           6     114            88             0       0 27.8
554           1      88            62            24      44 29.9
555           1      84            64            23     115 36.9
556           7     124            70            33     215 25.5
557           1      97            70            40       0 38.1
558           8     110            76             0       0 27.8
559          11     103            68            40       0 46.2
560          11      85            74             0       0 30.1
561           6     125            76             0       0 33.8
562           0     198            66            32     274 41.3
563           1      87            68            34      77 37.6
564           6      99            60            19      54 26.9
565           0      91            80             0       0 32.4
566           2      95            54            14      88 26.1
567           1      99            72            30      18 38.6
568           6      92            62            32     126 32.0
569           4     154            72            29     126 31.3
570           0     121            66            30     165 34.3
571           3      78            70             0       0 32.5
572           2     130            96             0       0 22.6
573           3     111            58            31      44 29.5
574           2      98            60            17     120 34.7
575           1     143            86            30     330 30.1
576           1     119            44            47      63 35.5
577           6     108            44            20     130 24.0
578           2     118            80             0       0 42.9
579          10     133            68             0       0 27.0
580           2     197            70            99       0 34.7
581           0     151            90            46       0 42.1
582           6     109            60            27       0 25.0
583          12     121            78            17       0 26.5
584           8     100            76             0       0 38.7
585           8     124            76            24     600 28.7
586           1      93            56            11       0 22.5
587           8     143            66             0       0 34.9
588           6     103            66             0       0 24.3
589           3     176            86            27     156 33.3
590           0      73             0             0       0 21.1
591          11     111            84            40       0 46.8
592           2     112            78            50     140 39.4
593           3     132            80             0       0 34.4
594           2      82            52            22     115 28.5
595           6     123            72            45     230 33.6
596           0     188            82            14     185 32.0
597           0      67            76             0       0 45.3
598           1      89            24            19      25 27.8
599           1     173            74             0       0 36.8
600           1     109            38            18     120 23.1
601           1     108            88            19       0 27.1
602           6      96             0             0       0 23.7
603           1     124            74            36       0 27.8
604           7     150            78            29     126 35.2
605           4     183             0             0       0 28.4
606           1     124            60            32       0 35.8
607           1     181            78            42     293 40.0
608           1      92            62            25      41 19.5
609           0     152            82            39     272 41.5
610           1     111            62            13     182 24.0
611           3     106            54            21     158 30.9
612           3     174            58            22     194 32.9
613           7     168            88            42     321 38.2
614           6     105            80            28       0 32.5
615          11     138            74            26     144 36.1
616           3     106            72             0       0 25.8
617           6     117            96             0       0 28.7
618           2      68            62            13      15 20.1
619           9     112            82            24       0 28.2
620           0     119             0             0       0 32.4
621           2     112            86            42     160 38.4
622           2      92            76            20       0 24.2
623           6     183            94             0       0 40.8
624           0      94            70            27     115 43.5
625           2     108            64             0       0 30.8
626           4      90            88            47      54 37.7
627           0     125            68             0       0 24.7
628           0     132            78             0       0 32.4
629           5     128            80             0       0 34.6
630           4      94            65            22       0 24.7
631           7     114            64             0       0 27.4
632           0     102            78            40      90 34.5
633           2     111            60             0       0 26.2
634           1     128            82            17     183 27.5
635          10      92            62             0       0 25.9
636          13     104            72             0       0 31.2
637           5     104            74             0       0 28.8
638           2      94            76            18      66 31.6
639           7      97            76            32      91 40.9
640           1     100            74            12      46 19.5
641           0     102            86            17     105 29.3
642           4     128            70             0       0 34.3
643           6     147            80             0       0 29.5
644           4      90             0             0       0 28.0
645           3     103            72            30     152 27.6
646           2     157            74            35     440 39.4
647           1     167            74            17     144 23.4
648           0     179            50            36     159 37.8
649          11     136            84            35     130 28.3
650           0     107            60            25       0 26.4
651           1      91            54            25     100 25.2
652           1     117            60            23     106 33.8
653           5     123            74            40      77 34.1
654           2     120            54             0       0 26.8
655           1     106            70            28     135 34.2
656           2     155            52            27     540 38.7
657           2     101            58            35      90 21.8
658           1     120            80            48     200 38.9
659          11     127           106             0       0 39.0
660           3      80            82            31      70 34.2
661          10     162            84             0       0 27.7
662           1     199            76            43       0 42.9
663           8     167           106            46     231 37.6
664           9     145            80            46     130 37.9
665           6     115            60            39       0 33.7
666           1     112            80            45     132 34.8
667           4     145            82            18       0 32.5
668          10     111            70            27       0 27.5
669           6      98            58            33     190 34.0
670           9     154            78            30     100 30.9
671           6     165            68            26     168 33.6
672           1      99            58            10       0 25.4
673          10      68           106            23      49 35.5
674           3     123           100            35     240 57.3
675           8      91            82             0       0 35.6
676           6     195            70             0       0 30.9
677           9     156            86             0       0 24.8
678           0      93            60             0       0 35.3
679           3     121            52             0       0 36.0
680           2     101            58            17     265 24.2
681           2      56            56            28      45 24.2
682           0     162            76            36       0 49.6
683           0      95            64            39     105 44.6
684           4     125            80             0       0 32.3
685           5     136            82             0       0  0.0
686           2     129            74            26     205 33.2
687           3     130            64             0       0 23.1
688           1     107            50            19       0 28.3
689           1     140            74            26     180 24.1
690           1     144            82            46     180 46.1
691           8     107            80             0       0 24.6
692          13     158           114             0       0 42.3
693           2     121            70            32      95 39.1
694           7     129            68            49     125 38.5
695           2      90            60             0       0 23.5
696           7     142            90            24     480 30.4
697           3     169            74            19     125 29.9
698           0      99             0             0       0 25.0
699           4     127            88            11     155 34.5
700           4     118            70             0       0 44.5
701           2     122            76            27     200 35.9
702           6     125            78            31       0 27.6
703           1     168            88            29       0 35.0
704           2     129             0             0       0 38.5
705           4     110            76            20     100 28.4
706           6      80            80            36       0 39.8
707          10     115             0             0       0  0.0
708           2     127            46            21     335 34.4
709           9     164            78             0       0 32.8
710           2      93            64            32     160 38.0
711           3     158            64            13     387 31.2
712           5     126            78            27      22 29.6
713          10     129            62            36       0 41.2
714           0     134            58            20     291 26.4
715           3     102            74             0       0 29.5
716           7     187            50            33     392 33.9
717           3     173            78            39     185 33.8
718          10      94            72            18       0 23.1
719           1     108            60            46     178 35.5
720           5      97            76            27       0 35.6
721           4      83            86            19       0 29.3
722           1     114            66            36     200 38.1
723           1     149            68            29     127 29.3
724           5     117            86            30     105 39.1
725           1     111            94             0       0 32.8
726           4     112            78            40       0 39.4
727           1     116            78            29     180 36.1
728           0     141            84            26       0 32.4
729           2     175            88             0       0 22.9
730           2      92            52             0       0 30.1
731           3     130            78            23      79 28.4
732           8     120            86             0       0 28.4
733           2     174            88            37     120 44.5
734           2     106            56            27     165 29.0
735           2     105            75             0       0 23.3
736           4      95            60            32       0 35.4
737           0     126            86            27     120 27.4
738           8      65            72            23       0 32.0
739           2      99            60            17     160 36.6
740           1     102            74             0       0 39.5
741          11     120            80            37     150 42.3
742           3     102            44            20      94 30.8
743           1     109            58            18     116 28.5
744           9     140            94             0       0 32.7
745          13     153            88            37     140 40.6
746          12     100            84            33     105 30.0
747           1     147            94            41       0 49.3
748           1      81            74            41      57 46.3
749           3     187            70            22     200 36.4
750           6     162            62             0       0 24.3
751           4     136            70             0       0 31.2
752           1     121            78            39      74 39.0
753           3     108            62            24       0 26.0
754           0     181            88            44     510 43.3
755           8     154            78            32       0 32.4
756           1     128            88            39     110 36.5
757           7     137            90            41       0 32.0
758           0     123            72             0       0 36.3
759           1     106            76             0       0 37.5
760           6     190            92             0       0 35.5
761           2      88            58            26      16 28.4
762           9     170            74            31       0 44.0
763           9      89            62             0       0 22.5
764          10     101            76            48     180 32.9
765           2     122            70            27       0 36.8
766           5     121            72            23     112 26.2
767           1     126            60             0       0 30.1
768           1      93            70            31       0 30.4
    DiabetesPedigreeFunction Age Class            0            1
1                      0.627  50     1 3.306461e-01 0.6693539035
2                      0.351  31     0 9.804448e-01 0.0195552134
3                      0.672  32     1 1.999896e-01 0.8000103813
4                      0.167  21     0 9.867576e-01 0.0132424427
5                      2.288  33     1 2.168575e-04 0.9997831425
6                      0.201  30     0 9.463372e-01 0.0536627534
7                      0.248  26     1 9.741464e-01 0.0258536438
8                      0.134  29     0 2.758886e-01 0.7241113904
9                      0.158  53     1 8.556686e-05 0.9999144331
10                     0.232  54     1 9.765039e-01 0.0234961459
11                     0.191  30     0 8.591760e-01 0.1408240084
12                     0.537  34     1 8.324287e-02 0.9167571343
13                     1.441  57     0 2.581126e-02 0.9741887439
14                     0.398  59     1 1.069961e-08 0.9999999893
15                     0.587  51     1 2.928759e-01 0.7071240671
16                     0.484  32     1 6.427233e-01 0.3572766899
17                     0.551  31     1 4.061867e-01 0.5938132748
18                     0.254  31     1 9.070977e-01 0.0929023470
19                     0.183  33     0 7.965924e-01 0.2034075511
20                     0.529  32     1 8.908777e-01 0.1091222901
21                     0.704  27     0 4.222865e-01 0.5777135021
22                     0.388  50     0 6.785393e-01 0.3214607215
23                     0.451  41     1 1.940392e-02 0.9805960819
24                     0.263  29     1 7.685438e-01 0.2314562065
25                     0.254  51     1 6.939493e-02 0.9306050737
26                     0.205  41     1 5.239746e-01 0.4760253731
27                     0.257  43     1 3.465150e-01 0.6534850265
28                     0.487  22     0 9.864923e-01 0.0135076891
29                     0.245  57     0 1.522035e-01 0.8477965240
30                     0.337  38     0 7.866411e-01 0.2133588742
31                     0.546  60     0 7.045024e-01 0.2954976322
32                     0.851  28     1 2.194530e-01 0.7805469680
33                     0.267  22     0 9.901082e-01 0.0098918054
34                     0.188  28     0 9.760833e-01 0.0239167384
35                     0.512  45     0 5.356200e-01 0.4643799666
36                     0.966  33     0 8.415905e-01 0.1584094739
37                     0.420  35     0 3.098204e-01 0.6901796316
38                     0.665  46     1 5.599122e-01 0.4400877899
39                     0.503  27     1 9.204538e-01 0.0795461746
40                     1.390  56     1 5.377683e-02 0.9462231709
41                     0.271  26     0 3.858252e-01 0.6141748237
42                     0.696  37     0 3.983007e-01 0.6016992551
43                     0.235  48     0 8.882164e-01 0.1117836262
44                     0.721  54     1 3.306329e-03 0.9966936709
45                     0.294  40     0 4.920523e-01 0.5079476806
46                     1.893  25     1 1.061234e-03 0.9989387659
47                     0.564  29     0 8.180199e-01 0.1819800714
48                     0.586  22     0 9.852703e-01 0.0147296596
49                     0.344  31     1 8.211086e-01 0.1788913547
50                     0.305  24     0 9.908925e-01 0.0091075314
51                     0.491  22     0 9.902880e-01 0.0097120387
52                     0.526  26     0 9.825547e-01 0.0174452959
53                     0.342  30     0 9.797855e-01 0.0202144908
54                     0.467  58     1 8.278264e-03 0.9917217362
55                     0.718  42     0 2.841454e-02 0.9715854585
56                     0.248  21     0 9.941866e-01 0.0058133673
57                     0.254  41     1 8.494687e-03 0.9915053131
58                     0.962  31     0 3.217182e-01 0.6782818475
59                     1.781  44     0 7.796269e-03 0.9922037315
60                     0.173  22     0 8.942861e-01 0.1057139344
61                     0.304  21     0 9.978482e-01 0.0021518487
62                     0.270  39     1 6.086084e-01 0.3913915926
63                     0.587  36     0 9.733584e-01 0.0266415802
64                     0.699  24     0 8.618436e-01 0.1381564189
65                     0.258  42     1 7.944307e-01 0.2055693027
66                     0.203  32     0 9.498942e-01 0.0501058322
67                     0.855  38     1 7.953584e-01 0.2046416481
68                     0.845  54     0 4.886693e-01 0.5113306779
69                     0.334  25     0 9.930316e-01 0.0069684449
70                     0.189  27     0 8.008865e-01 0.1991135350
71                     0.867  28     1 9.151258e-01 0.0848741709
72                     0.411  26     0 8.098231e-01 0.1901769271
73                     0.583  42     1 6.215051e-02 0.9378494874
74                     0.231  23     0 6.475587e-01 0.3524412798
75                     0.396  22     0 9.795969e-01 0.0204031445
76                     0.140  22     0 9.890473e-01 0.0109526592
77                     0.391  41     0 9.072166e-01 0.0927833667
78                     0.370  27     0 9.159599e-01 0.0840401156
79                     0.270  26     1 4.499661e-01 0.5500339356
80                     0.307  24     0 9.792141e-01 0.0207859411
81                     0.140  22     0 9.828160e-01 0.0171840053
82                     0.102  22     0 9.980389e-01 0.0019611445
83                     0.767  36     0 8.803046e-01 0.1196954337
84                     0.237  22     0 9.866655e-01 0.0133344863
85                     0.227  37     1 2.766088e-01 0.7233911657
86                     0.698  27     0 9.056365e-01 0.0943635158
87                     0.178  45     0 1.158952e-01 0.8841048185
88                     0.324  26     0 9.446098e-01 0.0553901879
89                     0.153  43     1 3.335828e-02 0.9666417230
90                     0.165  24     0 9.807073e-01 0.0192926906
91                     0.258  21     0 9.955035e-01 0.0044965416
92                     0.443  34     0 8.105317e-01 0.1894682790
93                     0.261  42     0 6.769781e-01 0.3230218671
94                     0.277  60     1 8.142094e-01 0.1857905784
95                     0.761  21     0 8.982097e-01 0.1017902695
96                     0.255  40     0 3.653038e-01 0.6346962421
97                     0.130  24     0 9.753939e-01 0.0246060880
98                     0.323  22     0 9.952054e-01 0.0047946440
99                     0.356  23     0 9.646206e-01 0.0353794189
100                    0.325  31     1 3.170710e-01 0.6829290073
101                    1.222  33     1 1.025205e-01 0.8974794694
102                    0.179  22     0 9.042384e-01 0.0957616433
103                    0.262  21     0 9.645760e-01 0.0354240037
104                    0.283  24     0 9.892095e-01 0.0107904572
105                    0.930  27     0 8.816578e-01 0.1183421636
106                    0.801  21     0 8.924671e-01 0.1075329249
107                    0.207  27     0 9.412434e-01 0.0587566419
108                    0.287  37     0 7.285089e-01 0.2714910907
109                    0.336  25     0 9.684777e-01 0.0315222763
110                    0.247  24     1 9.538869e-01 0.0461131308
111                    0.199  24     1 4.623034e-01 0.5376965666
112                    0.543  46     1 1.719815e-03 0.9982801852
113                    0.192  23     0 9.757829e-01 0.0242171279
114                    0.391  25     0 9.697982e-01 0.0302017665
115                    0.588  39     1 2.337701e-01 0.7662299126
116                    0.539  61     1 4.074069e-01 0.5925931163
117                    0.220  38     1 8.080877e-01 0.1919122668
118                    0.654  25     0 9.475979e-01 0.0524020550
119                    0.443  22     0 9.775331e-01 0.0224669344
120                    0.223  21     0 9.877518e-01 0.0122482216
121                    0.759  25     1 9.239914e-02 0.9076008592
122                    0.260  24     0 8.921418e-01 0.1078581858
123                    0.404  23     0 9.497797e-01 0.0502203112
124                    0.186  69     0 7.011828e-01 0.2988172320
125                    0.278  23     1 9.524165e-01 0.0475835004
126                    0.496  26     1 7.517963e-01 0.2482037139
127                    0.452  30     0 7.710440e-01 0.2289560358
128                    0.261  23     0 9.341694e-01 0.0658305653
129                    0.403  40     1 8.076630e-01 0.1923369583
130                    0.741  62     1 8.278644e-01 0.1721355650
131                    0.361  33     1 3.761133e-01 0.6238867031
132                    1.114  33     1 3.119361e-01 0.6880639106
133                    0.356  30     1 2.190831e-01 0.7809168998
134                    0.457  39     0 7.789279e-01 0.2210721197
135                    0.647  26     0 9.867294e-01 0.0132705686
136                    0.088  31     0 8.793979e-01 0.1206020908
137                    0.597  21     0 9.715043e-01 0.0284956977
138                    0.532  22     0 9.800991e-01 0.0199009063
139                    0.703  29     0 8.520762e-01 0.1479238480
140                    0.159  28     0 5.526231e-01 0.4473769100
141                    0.268  55     0 8.985764e-01 0.1014235618
142                    0.286  38     0 8.048855e-01 0.1951145207
143                    0.318  22     0 9.643245e-01 0.0356754922
144                    0.272  42     1 6.536624e-01 0.3463376414
145                    0.237  23     0 3.954186e-01 0.6045813773
146                    0.572  21     0 9.992866e-01 0.0007133928
147                    0.096  41     0 8.142099e-01 0.1857901489
148                    1.400  34     0 4.533818e-01 0.5466181757
149                    0.218  65     0 4.095960e-01 0.5904040234
150                    0.085  22     0 9.868596e-01 0.0131403637
151                    0.399  24     0 5.676740e-01 0.4323260393
152                    0.432  37     0 9.577719e-01 0.0422280950
153                    1.189  42     1 2.545012e-02 0.9745498809
154                    0.687  23     0 5.333988e-03 0.9946660120
155                    0.137  43     1 2.013066e-02 0.9798693422
156                    0.337  36     1 1.203134e-01 0.8796865668
157                    0.637  21     0 9.829040e-01 0.0170960307
158                    0.833  23     0 9.553600e-01 0.0446399605
159                    0.229  22     0 9.852908e-01 0.0147092413
160                    0.817  47     1 6.366036e-04 0.9993633964
161                    0.294  36     0 5.747514e-01 0.4252486076
162                    0.204  45     0 6.809419e-01 0.3190580789
163                    0.167  27     0 5.505866e-01 0.4494133979
164                    0.368  21     0 9.796228e-01 0.0203771792
165                    0.743  32     1 7.764314e-01 0.2235685681
166                    0.722  41     1 8.010784e-01 0.1989215654
167                    0.256  22     0 8.450528e-01 0.1549471853
168                    0.709  34     0 8.658461e-01 0.1341538758
169                    0.471  29     0 9.306933e-01 0.0693067455
170                    0.495  29     0 9.394137e-01 0.0605863075
171                    0.180  36     1 8.998828e-01 0.1001172280
172                    0.542  29     1 6.981616e-01 0.3018383639
173                    0.773  25     0 8.479654e-01 0.1520346090
174                    0.678  23     0 9.106823e-01 0.0893177430
175                    0.370  33     0 9.768582e-01 0.0231417703
176                    0.719  36     1 4.972105e-02 0.9502789543
177                    0.382  42     0 9.094130e-01 0.0905869700
178                    0.319  26     1 2.323976e-01 0.7676024107
179                    0.190  47     0 3.645604e-01 0.6354396439
180                    0.956  37     1 4.073254e-01 0.5926746169
181                    0.084  32     0 9.701540e-01 0.0298460378
182                    0.725  23     0 9.084398e-01 0.0915601986
183                    0.299  21     0 9.866548e-01 0.0133452122
184                    0.268  27     0 9.812854e-01 0.0187146403
185                    0.244  40     0 7.998667e-01 0.2001333209
186                    0.745  41     1 2.633514e-02 0.9736648585
187                    0.615  60     1 2.520062e-04 0.9997479938
188                    1.321  33     1 2.246122e-01 0.7753878431
189                    0.640  31     1 7.855016e-01 0.2144984277
190                    0.361  25     1 7.312030e-01 0.2687970389
191                    0.142  21     0 9.847770e-01 0.0152229901
192                    0.374  40     0 4.744850e-01 0.5255150062
193                    0.383  36     1 4.507820e-01 0.5492180231
194                    0.578  40     1 1.869376e-02 0.9813062441
195                    0.136  42     0 9.366972e-01 0.0633028440
196                    0.395  29     1 1.913402e-01 0.8086597985
197                    0.187  21     0 9.865326e-01 0.0134674488
198                    0.678  23     1 9.795212e-01 0.0204787657
199                    0.905  26     1 7.626510e-01 0.2373489715
200                    0.150  29     1 3.416366e-01 0.6583634225
201                    0.874  21     0 9.246898e-01 0.0753102014
202                    0.236  28     0 7.589005e-01 0.2410995372
203                    0.787  32     0 9.396572e-01 0.0603427531
204                    0.235  27     0 9.902697e-01 0.0097302608
205                    0.324  55     0 5.925574e-01 0.4074426121
206                    0.407  27     0 9.640381e-01 0.0359618875
207                    0.605  57     1 2.583278e-03 0.9974167218
208                    0.151  52     1 1.337414e-01 0.8662586317
209                    0.289  21     0 9.746063e-01 0.0253937278
210                    0.355  41     1 6.423357e-02 0.9357664295
211                    0.290  25     0 9.864605e-01 0.0135394985
212                    0.375  24     0 4.257752e-01 0.5742248389
213                    0.164  60     0 4.709511e-02 0.9529048925
214                    0.431  24     1 7.346711e-01 0.2653288936
215                    0.260  36     1 5.572291e-01 0.4427708676
216                    0.742  38     1 8.648488e-03 0.9913515122
217                    0.514  25     1 8.525721e-01 0.1474279124
218                    0.464  32     0 8.247822e-01 0.1752177583
219                    1.224  32     1 7.829576e-01 0.2170424415
220                    0.261  41     1 8.143356e-01 0.1856644334
221                    1.072  21     1 1.776676e-03 0.9982233239
222                    0.805  66     1 2.068852e-01 0.7931147927
223                    0.209  37     0 5.978133e-01 0.4021867137
224                    0.687  61     0 2.550055e-01 0.7449945298
225                    0.666  26     0 9.811292e-01 0.0188707696
226                    0.101  22     0 9.735184e-01 0.0264816423
227                    0.198  26     0 9.521438e-01 0.0478562248
228                    0.652  24     1 4.346861e-01 0.5653139082
229                    2.329  31     0 3.531627e-11 1.0000000000
230                    0.089  24     0 8.585415e-01 0.1414584555
231                    0.645  22     1 5.826056e-01 0.4173943806
232                    0.238  46     1 3.130486e-02 0.9686951383
233                    0.583  22     0 9.871956e-01 0.0128044197
234                    0.394  29     0 8.796162e-01 0.1203837622
235                    0.293  23     0 9.846022e-01 0.0153977728
236                    0.479  26     1 2.774839e-01 0.7225161251
237                    0.586  51     1 3.034568e-02 0.9696543234
238                    0.686  23     1 1.564379e-01 0.8435621477
239                    0.831  32     1 1.484871e-01 0.8515129206
240                    0.582  27     0 9.864002e-01 0.0135997587
241                    0.192  21     0 9.853875e-01 0.0146124931
242                    0.446  22     0 9.621074e-01 0.0378925768
243                    0.402  22     1 9.337092e-01 0.0662907621
244                    1.318  33     1 3.681515e-01 0.6318485042
245                    0.329  29     0 5.287064e-01 0.4712936406
246                    1.213  49     1 8.176927e-03 0.9918230734
247                    0.258  41     0 5.771311e-01 0.4228689264
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571                    0.270  39     0 9.544708e-01 0.0455292451
572                    0.268  21     0 9.547445e-01 0.0452555039
573                    0.430  22     0 9.636638e-01 0.0363362272
574                    0.198  22     0 9.671595e-01 0.0328405011
575                    0.892  23     0 2.340918e-01 0.7659082038
576                    0.280  25     0 8.635273e-01 0.1364727152
577                    0.813  35     0 8.766641e-01 0.1233358852
578                    0.693  21     1 8.401048e-01 0.1598951927
579                    0.245  36     0 6.194675e-01 0.3805325214
580                    0.575  62     1 3.671999e-04 0.9996328001
581                    0.371  21     1 4.976714e-01 0.5023285712
582                    0.206  27     0 9.600549e-01 0.0399451089
583                    0.259  62     0 3.487037e-01 0.6512962544
584                    0.190  42     0 7.177588e-01 0.2822411510
585                    0.687  52     1 4.620641e-04 0.9995379359
586                    0.417  22     0 9.914589e-01 0.0085410592
587                    0.129  41     1 4.459266e-01 0.5540733943
588                    0.249  29     0 9.647303e-01 0.0352696621
589                    1.154  52     1 2.632685e-02 0.9736731465
590                    0.342  25     0 9.652568e-01 0.0347431852
591                    0.925  45     1 7.180904e-02 0.9281909623
592                    0.175  24     0 8.072304e-01 0.1927695664
593                    0.402  44     1 7.263536e-01 0.2736464293
594                    1.699  25     0 4.123219e-01 0.5876780511
595                    0.733  34     0 3.840855e-01 0.6159144914
596                    0.682  22     1 1.780492e-01 0.8219507861
597                    0.194  46     0 8.851069e-01 0.1148930786
598                    0.559  21     0 9.730384e-01 0.0269616032
599                    0.088  38     1 3.033640e-01 0.6966359707
600                    0.407  26     0 9.749410e-01 0.0250590442
601                    0.400  24     0 9.701509e-01 0.0298491472
602                    0.190  28     0 8.689821e-01 0.1310179205
603                    0.100  30     0 9.266805e-01 0.0733194687
604                    0.692  54     1 1.825174e-01 0.8174825914
605                    0.212  36     1 7.466341e-02 0.9253365902
606                    0.514  21     0 9.113260e-01 0.0886740492
607                    1.258  22     1 6.620955e-03 0.9933790449
608                    0.482  25     0 9.921896e-01 0.0078104076
609                    0.270  27     0 2.251194e-01 0.7748805565
610                    0.138  23     0 9.746028e-01 0.0253972142
611                    0.292  24     0 9.542764e-01 0.0457236115
612                    0.593  36     1 2.092017e-01 0.7907982527
613                    0.787  40     1 7.805046e-03 0.9921949541
614                    0.878  26     0 8.303503e-01 0.1696497282
615                    0.557  50     1 1.215622e-01 0.8784377761
616                    0.207  27     0 9.737557e-01 0.0262443246
617                    0.157  30     0 8.665765e-01 0.1334234726
618                    0.257  23     0 9.957240e-01 0.0042759729
619                    1.282  50     1 1.938221e-01 0.8061778942
620                    0.141  24     1 7.660979e-01 0.2339021222
621                    0.246  28     0 7.975684e-01 0.2024316323
622                    1.698  28     0 4.553415e-01 0.5446585359
623                    1.461  45     0 2.221228e-03 0.9977787716
624                    0.347  21     0 9.415723e-01 0.0584276735
625                    0.158  21     0 9.715674e-01 0.0284326357
626                    0.362  29     0 8.626080e-01 0.1373919698
627                    0.206  21     0 9.730338e-01 0.0269661532
628                    0.393  21     0 9.174284e-01 0.0825715612
629                    0.144  45     0 7.050188e-01 0.2949811659
630                    0.148  21     0 9.873755e-01 0.0126244571
631                    0.732  34     1 8.399257e-01 0.1600742531
632                    0.238  24     0 9.408078e-01 0.0591922329
633                    0.343  23     0 9.766723e-01 0.0233277274
634                    0.115  22     0 9.273078e-01 0.0726921591
635                    0.167  31     0 8.959261e-01 0.1040738877
636                    0.465  38     1 3.957853e-01 0.6042147104
637                    0.153  48     0 8.979186e-01 0.1020813650
638                    0.649  23     0 9.666258e-01 0.0333742328
639                    0.871  32     1 6.330310e-01 0.3669690322
640                    0.149  28     0 9.905092e-01 0.0094907886
641                    0.695  27     0 9.456849e-01 0.0543151271
642                    0.303  24     0 8.931432e-01 0.1068568300
643                    0.178  50     1 5.325430e-01 0.4674569921
644                    0.610  31     0 8.145899e-01 0.1854100685
645                    0.730  27     0 9.322953e-01 0.0677046689
646                    0.134  30     0 1.766593e-02 0.9823340706
647                    0.447  33     1 6.805896e-01 0.3194104082
648                    0.455  22     1 2.458325e-01 0.7541674962
649                    0.260  42     1 2.731883e-01 0.7268117417
650                    0.133  23     0 9.809382e-01 0.0190617895
651                    0.234  23     0 9.876082e-01 0.0123918493
652                    0.466  27     0 9.267961e-01 0.0732039179
653                    0.269  28     0 8.298124e-01 0.1701875837
654                    0.455  27     0 9.545891e-01 0.0454108631
655                    0.142  22     0 9.533628e-01 0.0466371555
656                    0.240  25     1 3.448204e-03 0.9965517959
657                    0.155  22     0 9.871674e-01 0.0128326406
658                    1.162  41     0 1.541939e-01 0.8458060920
659                    0.190  51     0 1.084033e-01 0.8915967083
660                    1.292  27     1 7.088154e-01 0.2911845877
661                    0.182  54     0 1.372683e-01 0.8627316792
662                    1.394  22     1 4.299965e-03 0.9957000346
663                    0.165  43     1 1.600960e-02 0.9839904030
664                    0.637  40     1 1.122907e-01 0.8877092817
665                    0.245  40     1 7.791064e-01 0.2208935641
666                    0.217  24     0 8.876658e-01 0.1123342005
667                    0.235  70     1 4.910700e-01 0.5089300302
668                    0.141  40     1 7.414959e-01 0.2585040928
669                    0.430  43     0 7.552670e-01 0.2447329562
670                    0.164  45     0 2.493819e-01 0.7506181106
671                    0.631  49     0 1.469355e-01 0.8530644783
672                    0.551  21     0 9.855783e-01 0.0144217063
673                    0.285  47     0 5.531115e-01 0.4468884886
674                    0.880  22     0 1.788874e-01 0.8211125838
675                    0.587  68     0 5.846630e-01 0.4153369977
676                    0.328  31     1 1.156004e-01 0.8843996465
677                    0.230  53     1 2.920379e-01 0.7079620643
678                    0.263  25     0 9.663005e-01 0.0336994726
679                    0.127  25     1 9.090650e-01 0.0909350470
680                    0.614  23     0 9.405539e-01 0.0594461274
681                    0.332  22     0 9.932106e-01 0.0067894472
682                    0.364  26     1 3.332022e-01 0.6667977578
683                    0.366  22     0 9.150266e-01 0.0849734437
684                    0.536  27     1 8.738350e-01 0.1261650052
685                    0.640  69     0 9.751379e-01 0.0248620824
686                    0.591  25     0 7.942438e-01 0.2057562039
687                    0.314  22     0 9.665770e-01 0.0334230093
688                    0.181  29     0 9.690011e-01 0.0309989452
689                    0.828  23     0 8.362161e-01 0.1637839379
690                    0.335  46     1 2.002540e-01 0.7997459674
691                    0.856  34     0 8.097772e-01 0.1902227626
692                    0.257  44     1 8.255640e-03 0.9917443600
693                    0.886  23     0 7.723900e-01 0.2276099649
694                    0.439  43     1 3.392606e-01 0.6607393873
695                    0.191  25     0 9.888229e-01 0.0111771244
696                    0.128  43     1 8.115748e-03 0.9918842516
697                    0.268  31     1 5.382056e-01 0.4617943921
698                    0.253  22     0 9.316647e-01 0.0683353484
699                    0.598  28     0 7.622499e-01 0.2377501252
700                    0.904  26     0 6.681084e-01 0.3318916345
701                    0.483  26     0 8.146422e-01 0.1853578320
702                    0.565  49     1 7.306957e-01 0.2693043259
703                    0.905  52     1 1.101190e-01 0.8898809861
704                    0.304  41     0 3.664107e-01 0.6335893418
705                    0.118  27     0 9.561859e-01 0.0438141166
706                    0.177  28     0 8.951550e-01 0.1048450037
707                    0.261  30     1 9.586224e-01 0.0413776433
708                    0.176  22     0 5.675293e-01 0.4324706874
709                    0.148  45     1 1.556343e-01 0.8443656762
710                    0.674  23     1 9.114007e-01 0.0885992808
711                    0.295  24     0 1.420263e-01 0.8579736836
712                    0.439  40     0 8.241546e-01 0.1758453655
713                    0.441  38     1 2.842134e-01 0.7157866297
714                    0.352  21     0 8.199773e-01 0.1800227149
715                    0.121  32     0 9.559362e-01 0.0440637607
716                    0.826  34     1 2.122254e-03 0.9978777456
717                    0.970  31     1 8.426504e-02 0.9157349628
718                    0.595  56     0 7.764684e-01 0.2235316461
719                    0.415  24     0 8.675610e-01 0.1324389537
720                    0.378  52     1 8.272138e-01 0.1727862437
721                    0.317  34     0 9.609107e-01 0.0390893298
722                    0.289  21     0 8.716536e-01 0.1283463697
723                    0.349  42     1 6.923776e-01 0.3076224275
724                    0.251  42     0 6.860981e-01 0.3139019274
725                    0.265  45     0 8.469850e-01 0.1530149710
726                    0.236  38     0 7.677918e-01 0.2322081813
727                    0.496  25     0 8.637832e-01 0.1362167796
728                    0.433  22     0 8.631804e-01 0.1368196260
729                    0.326  22     0 7.009670e-01 0.2990330208
730                    0.141  22     0 9.802587e-01 0.0197413068
731                    0.323  34     1 8.943047e-01 0.1056953362
732                    0.259  22     1 8.788158e-01 0.1211842108
733                    0.646  24     1 1.462629e-01 0.8537370929
734                    0.426  22     0 9.614252e-01 0.0385747607
735                    0.560  53     0 9.345824e-01 0.0654176034
736                    0.284  28     0 9.418977e-01 0.0581022588
737                    0.515  21     0 9.373250e-01 0.0626750212
738                    0.600  42     0 8.690488e-01 0.1309512066
739                    0.453  21     0 9.496321e-01 0.0503679418
740                    0.293  42     1 8.743290e-01 0.1256710381
741                    0.785  48     1 7.989167e-02 0.9201083330
742                    0.400  26     0 9.598218e-01 0.0401781733
743                    0.219  22     0 9.754311e-01 0.0245688679
744                    0.734  45     1 2.068560e-01 0.7931439906
745                    1.174  39     0 3.636697e-03 0.9963633029
746                    0.488  46     0 3.868886e-01 0.6131113517
747                    0.358  27     1 3.802277e-01 0.6197722800
748                    1.096  32     0 6.192889e-01 0.3807110797
749                    0.408  36     1 8.948006e-02 0.9105199394
750                    0.178  50     1 5.023843e-01 0.4976156611
751                    1.182  22     1 5.791008e-01 0.4208992366
752                    0.261  28     0 8.406846e-01 0.1593153648
753                    0.223  25     0 9.767577e-01 0.0232423295
754                    0.222  26     1 5.339465e-04 0.9994660535
755                    0.443  45     1 2.683162e-01 0.7316837877
756                    1.057  37     1 3.667284e-01 0.6332715930
757                    0.391  39     0 4.703583e-01 0.5296417163
758                    0.258  52     1 7.706796e-01 0.2293203893
759                    0.197  26     0 9.374011e-01 0.0625989081
760                    0.278  66     1 2.759621e-02 0.9724037925
761                    0.766  22     0 9.740227e-01 0.0259773311
762                    0.403  43     1 5.200954e-02 0.9479904624
763                    0.142  33     0 9.437127e-01 0.0562872962
764                    0.171  63     0 2.635541e-01 0.7364459487
765                    0.340  27     0 8.977289e-01 0.1022711458
766                    0.245  30     0 9.311224e-01 0.0688776326
767                    0.349  47     1 8.573681e-01 0.1426319348
768                    0.315  23     0 9.773230e-01 0.0226770430

\begin{tabular}{lllllllll}
\hline
Naive Bayes Classifier \tabularnewline
> naive_bayes_via_caret$results
   usekernel laplace adjust  Accuracy     Kappa AccuracySD    KappaSD
1      FALSE     0.0   0.75 0.7561088 0.4546178 0.02359142 0.04998632
2      FALSE     0.0   1.00 0.7561088 0.4546178 0.02359142 0.04998632
3      FALSE     0.0   1.25 0.7561088 0.4546178 0.02359142 0.04998632
4      FALSE     0.0   1.50 0.7561088 0.4546178 0.02359142 0.04998632
5      FALSE     0.0   1.75 0.7561088 0.4546178 0.02359142 0.04998632
6      FALSE     0.0   2.00 0.7561088 0.4546178 0.02359142 0.04998632
7      FALSE     0.0   2.25 0.7561088 0.4546178 0.02359142 0.04998632
8      FALSE     0.0   2.50 0.7561088 0.4546178 0.02359142 0.04998632
49      TRUE     0.0   0.75 0.7038570 0.2598568 0.02653502 0.06390995
50      TRUE     0.0   1.00 0.7095301 0.2791654 0.02532278 0.06257903
51      TRUE     0.0   1.25 0.7189918 0.3075751 0.02541970 0.05990997
52      TRUE     0.0   1.50 0.7234251 0.3213295 0.02706402 0.06351609
53      TRUE     0.0   1.75 0.7251445 0.3272227 0.02558471 0.06029674
54      TRUE     0.0   2.00 0.7244636 0.3263163 0.02280618 0.05175267
55      TRUE     0.0   2.25 0.7244205 0.3264729 0.02378712 0.05533308
56      TRUE     0.0   2.50 0.7244656 0.3285843 0.02412941 0.05516267
9      FALSE     0.5   0.75 0.7561088 0.4546178 0.02359142 0.04998632
10     FALSE     0.5   1.00 0.7561088 0.4546178 0.02359142 0.04998632
11     FALSE     0.5   1.25 0.7561088 0.4546178 0.02359142 0.04998632
12     FALSE     0.5   1.50 0.7561088 0.4546178 0.02359142 0.04998632
13     FALSE     0.5   1.75 0.7561088 0.4546178 0.02359142 0.04998632
14     FALSE     0.5   2.00 0.7561088 0.4546178 0.02359142 0.04998632
15     FALSE     0.5   2.25 0.7561088 0.4546178 0.02359142 0.04998632
16     FALSE     0.5   2.50 0.7561088 0.4546178 0.02359142 0.04998632
57      TRUE     0.5   0.75 0.7038570 0.2598568 0.02653502 0.06390995
58      TRUE     0.5   1.00 0.7095301 0.2791654 0.02532278 0.06257903
59      TRUE     0.5   1.25 0.7189918 0.3075751 0.02541970 0.05990997
60      TRUE     0.5   1.50 0.7234251 0.3213295 0.02706402 0.06351609
61      TRUE     0.5   1.75 0.7251445 0.3272227 0.02558471 0.06029674
62      TRUE     0.5   2.00 0.7244636 0.3263163 0.02280618 0.05175267
63      TRUE     0.5   2.25 0.7244205 0.3264729 0.02378712 0.05533308
64      TRUE     0.5   2.50 0.7244656 0.3285843 0.02412941 0.05516267
17     FALSE     1.0   0.75 0.7561088 0.4546178 0.02359142 0.04998632
18     FALSE     1.0   1.00 0.7561088 0.4546178 0.02359142 0.04998632
19     FALSE     1.0   1.25 0.7561088 0.4546178 0.02359142 0.04998632
20     FALSE     1.0   1.50 0.7561088 0.4546178 0.02359142 0.04998632
21     FALSE     1.0   1.75 0.7561088 0.4546178 0.02359142 0.04998632
22     FALSE     1.0   2.00 0.7561088 0.4546178 0.02359142 0.04998632
23     FALSE     1.0   2.25 0.7561088 0.4546178 0.02359142 0.04998632
24     FALSE     1.0   2.50 0.7561088 0.4546178 0.02359142 0.04998632
65      TRUE     1.0   0.75 0.7038570 0.2598568 0.02653502 0.06390995
66      TRUE     1.0   1.00 0.7095301 0.2791654 0.02532278 0.06257903
67      TRUE     1.0   1.25 0.7189918 0.3075751 0.02541970 0.05990997
68      TRUE     1.0   1.50 0.7234251 0.3213295 0.02706402 0.06351609
69      TRUE     1.0   1.75 0.7251445 0.3272227 0.02558471 0.06029674
70      TRUE     1.0   2.00 0.7244636 0.3263163 0.02280618 0.05175267
71      TRUE     1.0   2.25 0.7244205 0.3264729 0.02378712 0.05533308
72      TRUE     1.0   2.50 0.7244656 0.3285843 0.02412941 0.05516267
25     FALSE     2.0   0.75 0.7561088 0.4546178 0.02359142 0.04998632
26     FALSE     2.0   1.00 0.7561088 0.4546178 0.02359142 0.04998632
27     FALSE     2.0   1.25 0.7561088 0.4546178 0.02359142 0.04998632
28     FALSE     2.0   1.50 0.7561088 0.4546178 0.02359142 0.04998632
29     FALSE     2.0   1.75 0.7561088 0.4546178 0.02359142 0.04998632
30     FALSE     2.0   2.00 0.7561088 0.4546178 0.02359142 0.04998632
31     FALSE     2.0   2.25 0.7561088 0.4546178 0.02359142 0.04998632
32     FALSE     2.0   2.50 0.7561088 0.4546178 0.02359142 0.04998632
73      TRUE     2.0   0.75 0.7038570 0.2598568 0.02653502 0.06390995
74      TRUE     2.0   1.00 0.7095301 0.2791654 0.02532278 0.06257903
75      TRUE     2.0   1.25 0.7189918 0.3075751 0.02541970 0.05990997
76      TRUE     2.0   1.50 0.7234251 0.3213295 0.02706402 0.06351609
77      TRUE     2.0   1.75 0.7251445 0.3272227 0.02558471 0.06029674
78      TRUE     2.0   2.00 0.7244636 0.3263163 0.02280618 0.05175267
79      TRUE     2.0   2.25 0.7244205 0.3264729 0.02378712 0.05533308
80      TRUE     2.0   2.50 0.7244656 0.3285843 0.02412941 0.05516267
33     FALSE     3.0   0.75 0.7561088 0.4546178 0.02359142 0.04998632
34     FALSE     3.0   1.00 0.7561088 0.4546178 0.02359142 0.04998632
35     FALSE     3.0   1.25 0.7561088 0.4546178 0.02359142 0.04998632
36     FALSE     3.0   1.50 0.7561088 0.4546178 0.02359142 0.04998632
37     FALSE     3.0   1.75 0.7561088 0.4546178 0.02359142 0.04998632
38     FALSE     3.0   2.00 0.7561088 0.4546178 0.02359142 0.04998632
39     FALSE     3.0   2.25 0.7561088 0.4546178 0.02359142 0.04998632
40     FALSE     3.0   2.50 0.7561088 0.4546178 0.02359142 0.04998632
81      TRUE     3.0   0.75 0.7038570 0.2598568 0.02653502 0.06390995
82      TRUE     3.0   1.00 0.7095301 0.2791654 0.02532278 0.06257903
83      TRUE     3.0   1.25 0.7189918 0.3075751 0.02541970 0.05990997
84      TRUE     3.0   1.50 0.7234251 0.3213295 0.02706402 0.06351609
85      TRUE     3.0   1.75 0.7251445 0.3272227 0.02558471 0.06029674
86      TRUE     3.0   2.00 0.7244636 0.3263163 0.02280618 0.05175267
87      TRUE     3.0   2.25 0.7244205 0.3264729 0.02378712 0.05533308
88      TRUE     3.0   2.50 0.7244656 0.3285843 0.02412941 0.05516267
41     FALSE     4.0   0.75 0.7561088 0.4546178 0.02359142 0.04998632
42     FALSE     4.0   1.00 0.7561088 0.4546178 0.02359142 0.04998632
43     FALSE     4.0   1.25 0.7561088 0.4546178 0.02359142 0.04998632
44     FALSE     4.0   1.50 0.7561088 0.4546178 0.02359142 0.04998632
45     FALSE     4.0   1.75 0.7561088 0.4546178 0.02359142 0.04998632
46     FALSE     4.0   2.00 0.7561088 0.4546178 0.02359142 0.04998632
47     FALSE     4.0   2.25 0.7561088 0.4546178 0.02359142 0.04998632
48     FALSE     4.0   2.50 0.7561088 0.4546178 0.02359142 0.04998632
89      TRUE     4.0   0.75 0.7038570 0.2598568 0.02653502 0.06390995
90      TRUE     4.0   1.00 0.7095301 0.2791654 0.02532278 0.06257903
91      TRUE     4.0   1.25 0.7189918 0.3075751 0.02541970 0.05990997
92      TRUE     4.0   1.50 0.7234251 0.3213295 0.02706402 0.06351609
93      TRUE     4.0   1.75 0.7251445 0.3272227 0.02558471 0.06029674
94      TRUE     4.0   2.00 0.7244636 0.3263163 0.02280618 0.05175267
95      TRUE     4.0   2.25 0.7244205 0.3264729 0.02378712 0.05533308
96      TRUE     4.0   2.50 0.7244656 0.3285843 0.02412941 0.05516267
\tabularnewline
> naive_bayes_via_caret$finalModel$tuneValue
  laplace usekernel adjust
1       0     FALSE   0.75
\tabularnewline
> print.naive_bayes(naive_bayes_via_caret$finalModel)
================================== Naive Bayes ================================== 
 
 Call: 
naive_bayes.default(x = x, y = y, laplace = param$laplace, usekernel = FALSE, 
    usepoisson = TRUE, kernel = ..1, bw = "SJ")
--------------------------------------------------------------------------------- 
 
Laplace smoothing: 0
--------------------------------------------------------------------------------- 
 
 A priori probabilities: 
        0         1 
0.6510417 0.3489583 
--------------------------------------------------------------------------------- 
 
 Tables: 
--------------------------------------------------------------------------------- 
 ::: Pregnancies (Gaussian) 
--------------------------------------------------------------------------------- 
           
Pregnancies        0        1
       mean 3.298000 4.865672
       sd   3.017185 3.741239
--------------------------------------------------------------------------------- 
 ::: Glucose (Gaussian) 
--------------------------------------------------------------------------------- 
       
Glucose         0         1
   mean 109.98000 141.25746
   sd    26.14120  31.93962
--------------------------------------------------------------------------------- 
 ::: BloodPressure (Gaussian) 
--------------------------------------------------------------------------------- 
             
BloodPressure        0        1
         mean 68.18400 70.82463
         sd   18.06308 21.49181
--------------------------------------------------------------------------------- 
 ::: SkinThickness (Gaussian) 
--------------------------------------------------------------------------------- 
             
SkinThickness        0        1
         mean 19.66400 22.16418
         sd   14.88995 17.67971
--------------------------------------------------------------------------------- 
 ::: Insulin (Gaussian) 
--------------------------------------------------------------------------------- 
       
Insulin         0         1
   mean  68.79200 100.33582
   sd    98.86529 138.68912
--------------------------------------------------------------------------------- 
 ::: BMI (Gaussian) 
--------------------------------------------------------------------------------- 
      
BMI            0         1
  mean 30.304200 35.142537
  sd    7.689855  7.262967
--------------------------------------------------------------------------------- 
 ::: DiabetesPedigreeFunction (Gaussian) 
--------------------------------------------------------------------------------- 
                        
DiabetesPedigreeFunction         0         1
                    mean 0.4297340 0.5505000
                    sd   0.2990853 0.3723545
--------------------------------------------------------------------------------- 
 ::: Age (Gaussian) 
--------------------------------------------------------------------------------- 
      
Age           0        1
  mean 31.19000 37.06716
  sd   11.66765 10.96825
---------------------------------------------------------------------------------
\tabularnewline
> z
    Pregnancies Glucose BloodPressure SkinThickness Insulin  BMI
1             6     148            72            35       0 33.6
2             1      85            66            29       0 26.6
3             8     183            64             0       0 23.3
4             1      89            66            23      94 28.1
5             0     137            40            35     168 43.1
6             5     116            74             0       0 25.6
7             3      78            50            32      88 31.0
8            10     115             0             0       0 35.3
9             2     197            70            45     543 30.5
10            8     125            96             0       0  0.0
11            4     110            92             0       0 37.6
12           10     168            74             0       0 38.0
13           10     139            80             0       0 27.1
14            1     189            60            23     846 30.1
15            5     166            72            19     175 25.8
16            7     100             0             0       0 30.0
17            0     118            84            47     230 45.8
18            7     107            74             0       0 29.6
19            1     103            30            38      83 43.3
20            1     115            70            30      96 34.6
21            3     126            88            41     235 39.3
22            8      99            84             0       0 35.4
23            7     196            90             0       0 39.8
24            9     119            80            35       0 29.0
25           11     143            94            33     146 36.6
26           10     125            70            26     115 31.1
27            7     147            76             0       0 39.4
28            1      97            66            15     140 23.2
29           13     145            82            19     110 22.2
30            5     117            92             0       0 34.1
31            5     109            75            26       0 36.0
32            3     158            76            36     245 31.6
33            3      88            58            11      54 24.8
34            6      92            92             0       0 19.9
35           10     122            78            31       0 27.6
36            4     103            60            33     192 24.0
37           11     138            76             0       0 33.2
38            9     102            76            37       0 32.9
39            2      90            68            42       0 38.2
40            4     111            72            47     207 37.1
41            3     180            64            25      70 34.0
42            7     133            84             0       0 40.2
43            7     106            92            18       0 22.7
44            9     171           110            24     240 45.4
45            7     159            64             0       0 27.4
46            0     180            66            39       0 42.0
47            1     146            56             0       0 29.7
48            2      71            70            27       0 28.0
49            7     103            66            32       0 39.1
50            7     105             0             0       0  0.0
51            1     103            80            11      82 19.4
52            1     101            50            15      36 24.2
53            5      88            66            21      23 24.4
54            8     176            90            34     300 33.7
55            7     150            66            42     342 34.7
56            1      73            50            10       0 23.0
57            7     187            68            39     304 37.7
58            0     100            88            60     110 46.8
59            0     146            82             0       0 40.5
60            0     105            64            41     142 41.5
61            2      84             0             0       0  0.0
62            8     133            72             0       0 32.9
63            5      44            62             0       0 25.0
64            2     141            58            34     128 25.4
65            7     114            66             0       0 32.8
66            5      99            74            27       0 29.0
67            0     109            88            30       0 32.5
68            2     109            92             0       0 42.7
69            1      95            66            13      38 19.6
70            4     146            85            27     100 28.9
71            2     100            66            20      90 32.9
72            5     139            64            35     140 28.6
73           13     126            90             0       0 43.4
74            4     129            86            20     270 35.1
75            1      79            75            30       0 32.0
76            1       0            48            20       0 24.7
77            7      62            78             0       0 32.6
78            5      95            72            33       0 37.7
79            0     131             0             0       0 43.2
80            2     112            66            22       0 25.0
81            3     113            44            13       0 22.4
82            2      74             0             0       0  0.0
83            7      83            78            26      71 29.3
84            0     101            65            28       0 24.6
85            5     137           108             0       0 48.8
86            2     110            74            29     125 32.4
87           13     106            72            54       0 36.6
88            2     100            68            25      71 38.5
89           15     136            70            32     110 37.1
90            1     107            68            19       0 26.5
91            1      80            55             0       0 19.1
92            4     123            80            15     176 32.0
93            7      81            78            40      48 46.7
94            4     134            72             0       0 23.8
95            2     142            82            18      64 24.7
96            6     144            72            27     228 33.9
97            2      92            62            28       0 31.6
98            1      71            48            18      76 20.4
99            6      93            50            30      64 28.7
100           1     122            90            51     220 49.7
101           1     163            72             0       0 39.0
102           1     151            60             0       0 26.1
103           0     125            96             0       0 22.5
104           1      81            72            18      40 26.6
105           2      85            65             0       0 39.6
106           1     126            56            29     152 28.7
107           1      96           122             0       0 22.4
108           4     144            58            28     140 29.5
109           3      83            58            31      18 34.3
110           0      95            85            25      36 37.4
111           3     171            72            33     135 33.3
112           8     155            62            26     495 34.0
113           1      89            76            34      37 31.2
114           4      76            62             0       0 34.0
115           7     160            54            32     175 30.5
116           4     146            92             0       0 31.2
117           5     124            74             0       0 34.0
118           5      78            48             0       0 33.7
119           4      97            60            23       0 28.2
120           4      99            76            15      51 23.2
121           0     162            76            56     100 53.2
122           6     111            64            39       0 34.2
123           2     107            74            30     100 33.6
124           5     132            80             0       0 26.8
125           0     113            76             0       0 33.3
126           1      88            30            42      99 55.0
127           3     120            70            30     135 42.9
128           1     118            58            36      94 33.3
129           1     117            88            24     145 34.5
130           0     105            84             0       0 27.9
131           4     173            70            14     168 29.7
132           9     122            56             0       0 33.3
133           3     170            64            37     225 34.5
134           8      84            74            31       0 38.3
135           2      96            68            13      49 21.1
136           2     125            60            20     140 33.8
137           0     100            70            26      50 30.8
138           0      93            60            25      92 28.7
139           0     129            80             0       0 31.2
140           5     105            72            29     325 36.9
141           3     128            78             0       0 21.1
142           5     106            82            30       0 39.5
143           2     108            52            26      63 32.5
144          10     108            66             0       0 32.4
145           4     154            62            31     284 32.8
146           0     102            75            23       0  0.0
147           9      57            80            37       0 32.8
148           2     106            64            35     119 30.5
149           5     147            78             0       0 33.7
150           2      90            70            17       0 27.3
151           1     136            74            50     204 37.4
152           4     114            65             0       0 21.9
153           9     156            86            28     155 34.3
154           1     153            82            42     485 40.6
155           8     188            78             0       0 47.9
156           7     152            88            44       0 50.0
157           2      99            52            15      94 24.6
158           1     109            56            21     135 25.2
159           2      88            74            19      53 29.0
160          17     163            72            41     114 40.9
161           4     151            90            38       0 29.7
162           7     102            74            40     105 37.2
163           0     114            80            34     285 44.2
164           2     100            64            23       0 29.7
165           0     131            88             0       0 31.6
166           6     104            74            18     156 29.9
167           3     148            66            25       0 32.5
168           4     120            68             0       0 29.6
169           4     110            66             0       0 31.9
170           3     111            90            12      78 28.4
171           6     102            82             0       0 30.8
172           6     134            70            23     130 35.4
173           2      87             0            23       0 28.9
174           1      79            60            42      48 43.5
175           2      75            64            24      55 29.7
176           8     179            72            42     130 32.7
177           6      85            78             0       0 31.2
178           0     129           110            46     130 67.1
179           5     143            78             0       0 45.0
180           5     130            82             0       0 39.1
181           6      87            80             0       0 23.2
182           0     119            64            18      92 34.9
183           1       0            74            20      23 27.7
184           5      73            60             0       0 26.8
185           4     141            74             0       0 27.6
186           7     194            68            28       0 35.9
187           8     181            68            36     495 30.1
188           1     128            98            41      58 32.0
189           8     109            76            39     114 27.9
190           5     139            80            35     160 31.6
191           3     111            62             0       0 22.6
192           9     123            70            44      94 33.1
193           7     159            66             0       0 30.4
194          11     135             0             0       0 52.3
195           8      85            55            20       0 24.4
196           5     158            84            41     210 39.4
197           1     105            58             0       0 24.3
198           3     107            62            13      48 22.9
199           4     109            64            44      99 34.8
200           4     148            60            27     318 30.9
201           0     113            80            16       0 31.0
202           1     138            82             0       0 40.1
203           0     108            68            20       0 27.3
204           2      99            70            16      44 20.4
205           6     103            72            32     190 37.7
206           5     111            72            28       0 23.9
207           8     196            76            29     280 37.5
208           5     162           104             0       0 37.7
209           1      96            64            27      87 33.2
210           7     184            84            33       0 35.5
211           2      81            60            22       0 27.7
212           0     147            85            54       0 42.8
213           7     179            95            31       0 34.2
214           0     140            65            26     130 42.6
215           9     112            82            32     175 34.2
216          12     151            70            40     271 41.8
217           5     109            62            41     129 35.8
218           6     125            68            30     120 30.0
219           5      85            74            22       0 29.0
220           5     112            66             0       0 37.8
221           0     177            60            29     478 34.6
222           2     158            90             0       0 31.6
223           7     119             0             0       0 25.2
224           7     142            60            33     190 28.8
225           1     100            66            15      56 23.6
226           1      87            78            27      32 34.6
227           0     101            76             0       0 35.7
228           3     162            52            38       0 37.2
229           4     197            70            39     744 36.7
230           0     117            80            31      53 45.2
231           4     142            86             0       0 44.0
232           6     134            80            37     370 46.2
233           1      79            80            25      37 25.4
234           4     122            68             0       0 35.0
235           3      74            68            28      45 29.7
236           4     171            72             0       0 43.6
237           7     181            84            21     192 35.9
238           0     179            90            27       0 44.1
239           9     164            84            21       0 30.8
240           0     104            76             0       0 18.4
241           1      91            64            24       0 29.2
242           4      91            70            32      88 33.1
243           3     139            54             0       0 25.6
244           6     119            50            22     176 27.1
245           2     146            76            35     194 38.2
246           9     184            85            15       0 30.0
247          10     122            68             0       0 31.2
248           0     165            90            33     680 52.3
249           9     124            70            33     402 35.4
250           1     111            86            19       0 30.1
251           9     106            52             0       0 31.2
252           2     129            84             0       0 28.0
253           2      90            80            14      55 24.4
254           0      86            68            32       0 35.8
255          12      92            62             7     258 27.6
256           1     113            64            35       0 33.6
257           3     111            56            39       0 30.1
258           2     114            68            22       0 28.7
259           1     193            50            16     375 25.9
260          11     155            76            28     150 33.3
261           3     191            68            15     130 30.9
262           3     141             0             0       0 30.0
263           4      95            70            32       0 32.1
264           3     142            80            15       0 32.4
265           4     123            62             0       0 32.0
266           5      96            74            18      67 33.6
267           0     138             0             0       0 36.3
268           2     128            64            42       0 40.0
269           0     102            52             0       0 25.1
270           2     146             0             0       0 27.5
271          10     101            86            37       0 45.6
272           2     108            62            32      56 25.2
273           3     122            78             0       0 23.0
274           1      71            78            50      45 33.2
275          13     106            70             0       0 34.2
276           2     100            70            52      57 40.5
277           7     106            60            24       0 26.5
278           0     104            64            23     116 27.8
279           5     114            74             0       0 24.9
280           2     108            62            10     278 25.3
281           0     146            70             0       0 37.9
282          10     129            76            28     122 35.9
283           7     133            88            15     155 32.4
284           7     161            86             0       0 30.4
285           2     108            80             0       0 27.0
286           7     136            74            26     135 26.0
287           5     155            84            44     545 38.7
288           1     119            86            39     220 45.6
289           4      96            56            17      49 20.8
290           5     108            72            43      75 36.1
291           0      78            88            29      40 36.9
292           0     107            62            30      74 36.6
293           2     128            78            37     182 43.3
294           1     128            48            45     194 40.5
295           0     161            50             0       0 21.9
296           6     151            62            31     120 35.5
297           2     146            70            38     360 28.0
298           0     126            84            29     215 30.7
299          14     100            78            25     184 36.6
300           8     112            72             0       0 23.6
301           0     167             0             0       0 32.3
302           2     144            58            33     135 31.6
303           5      77            82            41      42 35.8
304           5     115            98             0       0 52.9
305           3     150            76             0       0 21.0
306           2     120            76            37     105 39.7
307          10     161            68            23     132 25.5
308           0     137            68            14     148 24.8
309           0     128            68            19     180 30.5
310           2     124            68            28     205 32.9
311           6      80            66            30       0 26.2
312           0     106            70            37     148 39.4
313           2     155            74            17      96 26.6
314           3     113            50            10      85 29.5
315           7     109            80            31       0 35.9
316           2     112            68            22      94 34.1
317           3      99            80            11      64 19.3
318           3     182            74             0       0 30.5
319           3     115            66            39     140 38.1
320           6     194            78             0       0 23.5
321           4     129            60            12     231 27.5
322           3     112            74            30       0 31.6
323           0     124            70            20       0 27.4
324          13     152            90            33      29 26.8
325           2     112            75            32       0 35.7
326           1     157            72            21     168 25.6
327           1     122            64            32     156 35.1
328          10     179            70             0       0 35.1
329           2     102            86            36     120 45.5
330           6     105            70            32      68 30.8
331           8     118            72            19       0 23.1
332           2      87            58            16      52 32.7
333           1     180             0             0       0 43.3
334          12     106            80             0       0 23.6
335           1      95            60            18      58 23.9
336           0     165            76            43     255 47.9
337           0     117             0             0       0 33.8
338           5     115            76             0       0 31.2
339           9     152            78            34     171 34.2
340           7     178            84             0       0 39.9
341           1     130            70            13     105 25.9
342           1      95            74            21      73 25.9
343           1       0            68            35       0 32.0
344           5     122            86             0       0 34.7
345           8      95            72             0       0 36.8
346           8     126            88            36     108 38.5
347           1     139            46            19      83 28.7
348           3     116             0             0       0 23.5
349           3      99            62            19      74 21.8
350           5       0            80            32       0 41.0
351           4      92            80             0       0 42.2
352           4     137            84             0       0 31.2
353           3      61            82            28       0 34.4
354           1      90            62            12      43 27.2
355           3      90            78             0       0 42.7
356           9     165            88             0       0 30.4
357           1     125            50            40     167 33.3
358          13     129             0            30       0 39.9
359          12      88            74            40      54 35.3
360           1     196            76            36     249 36.5
361           5     189            64            33     325 31.2
362           5     158            70             0       0 29.8
363           5     103           108            37       0 39.2
364           4     146            78             0       0 38.5
365           4     147            74            25     293 34.9
366           5      99            54            28      83 34.0
367           6     124            72             0       0 27.6
368           0     101            64            17       0 21.0
369           3      81            86            16      66 27.5
370           1     133           102            28     140 32.8
371           3     173            82            48     465 38.4
372           0     118            64            23      89  0.0
373           0      84            64            22      66 35.8
374           2     105            58            40      94 34.9
375           2     122            52            43     158 36.2
376          12     140            82            43     325 39.2
377           0      98            82            15      84 25.2
378           1      87            60            37      75 37.2
379           4     156            75             0       0 48.3
380           0      93           100            39      72 43.4
381           1     107            72            30      82 30.8
382           0     105            68            22       0 20.0
383           1     109            60             8     182 25.4
384           1      90            62            18      59 25.1
385           1     125            70            24     110 24.3
386           1     119            54            13      50 22.3
387           5     116            74            29       0 32.3
388           8     105           100            36       0 43.3
389           5     144            82            26     285 32.0
390           3     100            68            23      81 31.6
391           1     100            66            29     196 32.0
392           5     166            76             0       0 45.7
393           1     131            64            14     415 23.7
394           4     116            72            12      87 22.1
395           4     158            78             0       0 32.9
396           2     127            58            24     275 27.7
397           3      96            56            34     115 24.7
398           0     131            66            40       0 34.3
399           3      82            70             0       0 21.1
400           3     193            70            31       0 34.9
401           4      95            64             0       0 32.0
402           6     137            61             0       0 24.2
403           5     136            84            41      88 35.0
404           9      72            78            25       0 31.6
405           5     168            64             0       0 32.9
406           2     123            48            32     165 42.1
407           4     115            72             0       0 28.9
408           0     101            62             0       0 21.9
409           8     197            74             0       0 25.9
410           1     172            68            49     579 42.4
411           6     102            90            39       0 35.7
412           1     112            72            30     176 34.4
413           1     143            84            23     310 42.4
414           1     143            74            22      61 26.2
415           0     138            60            35     167 34.6
416           3     173            84            33     474 35.7
417           1      97            68            21       0 27.2
418           4     144            82            32       0 38.5
419           1      83            68             0       0 18.2
420           3     129            64            29     115 26.4
421           1     119            88            41     170 45.3
422           2      94            68            18      76 26.0
423           0     102            64            46      78 40.6
424           2     115            64            22       0 30.8
425           8     151            78            32     210 42.9
426           4     184            78            39     277 37.0
427           0      94             0             0       0  0.0
428           1     181            64            30     180 34.1
429           0     135            94            46     145 40.6
430           1      95            82            25     180 35.0
431           2      99             0             0       0 22.2
432           3      89            74            16      85 30.4
433           1      80            74            11      60 30.0
434           2     139            75             0       0 25.6
435           1      90            68             8       0 24.5
436           0     141             0             0       0 42.4
437          12     140            85            33       0 37.4
438           5     147            75             0       0 29.9
439           1      97            70            15       0 18.2
440           6     107            88             0       0 36.8
441           0     189           104            25       0 34.3
442           2      83            66            23      50 32.2
443           4     117            64            27     120 33.2
444           8     108            70             0       0 30.5
445           4     117            62            12       0 29.7
446           0     180            78            63      14 59.4
447           1     100            72            12      70 25.3
448           0      95            80            45      92 36.5
449           0     104            64            37      64 33.6
450           0     120            74            18      63 30.5
451           1      82            64            13      95 21.2
452           2     134            70             0       0 28.9
453           0      91            68            32     210 39.9
454           2     119             0             0       0 19.6
455           2     100            54            28     105 37.8
456          14     175            62            30       0 33.6
457           1     135            54             0       0 26.7
458           5      86            68            28      71 30.2
459          10     148            84            48     237 37.6
460           9     134            74            33      60 25.9
461           9     120            72            22      56 20.8
462           1      71            62             0       0 21.8
463           8      74            70            40      49 35.3
464           5      88            78            30       0 27.6
465          10     115            98             0       0 24.0
466           0     124            56            13     105 21.8
467           0      74            52            10      36 27.8
468           0      97            64            36     100 36.8
469           8     120             0             0       0 30.0
470           6     154            78            41     140 46.1
471           1     144            82            40       0 41.3
472           0     137            70            38       0 33.2
473           0     119            66            27       0 38.8
474           7     136            90             0       0 29.9
475           4     114            64             0       0 28.9
476           0     137            84            27       0 27.3
477           2     105            80            45     191 33.7
478           7     114            76            17     110 23.8
479           8     126            74            38      75 25.9
480           4     132            86            31       0 28.0
481           3     158            70            30     328 35.5
482           0     123            88            37       0 35.2
483           4      85            58            22      49 27.8
484           0      84            82            31     125 38.2
485           0     145             0             0       0 44.2
486           0     135            68            42     250 42.3
487           1     139            62            41     480 40.7
488           0     173            78            32     265 46.5
489           4      99            72            17       0 25.6
490           8     194            80             0       0 26.1
491           2      83            65            28      66 36.8
492           2      89            90            30       0 33.5
493           4      99            68            38       0 32.8
494           4     125            70            18     122 28.9
495           3      80             0             0       0  0.0
496           6     166            74             0       0 26.6
497           5     110            68             0       0 26.0
498           2      81            72            15      76 30.1
499           7     195            70            33     145 25.1
500           6     154            74            32     193 29.3
501           2     117            90            19      71 25.2
502           3      84            72            32       0 37.2
503           6       0            68            41       0 39.0
504           7      94            64            25      79 33.3
505           3      96            78            39       0 37.3
506          10      75            82             0       0 33.3
507           0     180            90            26      90 36.5
508           1     130            60            23     170 28.6
509           2      84            50            23      76 30.4
510           8     120            78             0       0 25.0
511          12      84            72            31       0 29.7
512           0     139            62            17     210 22.1
513           9      91            68             0       0 24.2
514           2      91            62             0       0 27.3
515           3      99            54            19      86 25.6
516           3     163            70            18     105 31.6
517           9     145            88            34     165 30.3
518           7     125            86             0       0 37.6
519          13      76            60             0       0 32.8
520           6     129            90             7     326 19.6
521           2      68            70            32      66 25.0
522           3     124            80            33     130 33.2
523           6     114             0             0       0  0.0
524           9     130            70             0       0 34.2
525           3     125            58             0       0 31.6
526           3      87            60            18       0 21.8
527           1      97            64            19      82 18.2
528           3     116            74            15     105 26.3
529           0     117            66            31     188 30.8
530           0     111            65             0       0 24.6
531           2     122            60            18     106 29.8
532           0     107            76             0       0 45.3
533           1      86            66            52      65 41.3
534           6      91             0             0       0 29.8
535           1      77            56            30      56 33.3
536           4     132             0             0       0 32.9
537           0     105            90             0       0 29.6
538           0      57            60             0       0 21.7
539           0     127            80            37     210 36.3
540           3     129            92            49     155 36.4
541           8     100            74            40     215 39.4
542           3     128            72            25     190 32.4
543          10      90            85            32       0 34.9
544           4      84            90            23      56 39.5
545           1      88            78            29      76 32.0
546           8     186            90            35     225 34.5
547           5     187            76            27     207 43.6
548           4     131            68            21     166 33.1
549           1     164            82            43      67 32.8
550           4     189           110            31       0 28.5
551           1     116            70            28       0 27.4
552           3      84            68            30     106 31.9
553           6     114            88             0       0 27.8
554           1      88            62            24      44 29.9
555           1      84            64            23     115 36.9
556           7     124            70            33     215 25.5
557           1      97            70            40       0 38.1
558           8     110            76             0       0 27.8
559          11     103            68            40       0 46.2
560          11      85            74             0       0 30.1
561           6     125            76             0       0 33.8
562           0     198            66            32     274 41.3
563           1      87            68            34      77 37.6
564           6      99            60            19      54 26.9
565           0      91            80             0       0 32.4
566           2      95            54            14      88 26.1
567           1      99            72            30      18 38.6
568           6      92            62            32     126 32.0
569           4     154            72            29     126 31.3
570           0     121            66            30     165 34.3
571           3      78            70             0       0 32.5
572           2     130            96             0       0 22.6
573           3     111            58            31      44 29.5
574           2      98            60            17     120 34.7
575           1     143            86            30     330 30.1
576           1     119            44            47      63 35.5
577           6     108            44            20     130 24.0
578           2     118            80             0       0 42.9
579          10     133            68             0       0 27.0
580           2     197            70            99       0 34.7
581           0     151            90            46       0 42.1
582           6     109            60            27       0 25.0
583          12     121            78            17       0 26.5
584           8     100            76             0       0 38.7
585           8     124            76            24     600 28.7
586           1      93            56            11       0 22.5
587           8     143            66             0       0 34.9
588           6     103            66             0       0 24.3
589           3     176            86            27     156 33.3
590           0      73             0             0       0 21.1
591          11     111            84            40       0 46.8
592           2     112            78            50     140 39.4
593           3     132            80             0       0 34.4
594           2      82            52            22     115 28.5
595           6     123            72            45     230 33.6
596           0     188            82            14     185 32.0
597           0      67            76             0       0 45.3
598           1      89            24            19      25 27.8
599           1     173            74             0       0 36.8
600           1     109            38            18     120 23.1
601           1     108            88            19       0 27.1
602           6      96             0             0       0 23.7
603           1     124            74            36       0 27.8
604           7     150            78            29     126 35.2
605           4     183             0             0       0 28.4
606           1     124            60            32       0 35.8
607           1     181            78            42     293 40.0
608           1      92            62            25      41 19.5
609           0     152            82            39     272 41.5
610           1     111            62            13     182 24.0
611           3     106            54            21     158 30.9
612           3     174            58            22     194 32.9
613           7     168            88            42     321 38.2
614           6     105            80            28       0 32.5
615          11     138            74            26     144 36.1
616           3     106            72             0       0 25.8
617           6     117            96             0       0 28.7
618           2      68            62            13      15 20.1
619           9     112            82            24       0 28.2
620           0     119             0             0       0 32.4
621           2     112            86            42     160 38.4
622           2      92            76            20       0 24.2
623           6     183            94             0       0 40.8
624           0      94            70            27     115 43.5
625           2     108            64             0       0 30.8
626           4      90            88            47      54 37.7
627           0     125            68             0       0 24.7
628           0     132            78             0       0 32.4
629           5     128            80             0       0 34.6
630           4      94            65            22       0 24.7
631           7     114            64             0       0 27.4
632           0     102            78            40      90 34.5
633           2     111            60             0       0 26.2
634           1     128            82            17     183 27.5
635          10      92            62             0       0 25.9
636          13     104            72             0       0 31.2
637           5     104            74             0       0 28.8
638           2      94            76            18      66 31.6
639           7      97            76            32      91 40.9
640           1     100            74            12      46 19.5
641           0     102            86            17     105 29.3
642           4     128            70             0       0 34.3
643           6     147            80             0       0 29.5
644           4      90             0             0       0 28.0
645           3     103            72            30     152 27.6
646           2     157            74            35     440 39.4
647           1     167            74            17     144 23.4
648           0     179            50            36     159 37.8
649          11     136            84            35     130 28.3
650           0     107            60            25       0 26.4
651           1      91            54            25     100 25.2
652           1     117            60            23     106 33.8
653           5     123            74            40      77 34.1
654           2     120            54             0       0 26.8
655           1     106            70            28     135 34.2
656           2     155            52            27     540 38.7
657           2     101            58            35      90 21.8
658           1     120            80            48     200 38.9
659          11     127           106             0       0 39.0
660           3      80            82            31      70 34.2
661          10     162            84             0       0 27.7
662           1     199            76            43       0 42.9
663           8     167           106            46     231 37.6
664           9     145            80            46     130 37.9
665           6     115            60            39       0 33.7
666           1     112            80            45     132 34.8
667           4     145            82            18       0 32.5
668          10     111            70            27       0 27.5
669           6      98            58            33     190 34.0
670           9     154            78            30     100 30.9
671           6     165            68            26     168 33.6
672           1      99            58            10       0 25.4
673          10      68           106            23      49 35.5
674           3     123           100            35     240 57.3
675           8      91            82             0       0 35.6
676           6     195            70             0       0 30.9
677           9     156            86             0       0 24.8
678           0      93            60             0       0 35.3
679           3     121            52             0       0 36.0
680           2     101            58            17     265 24.2
681           2      56            56            28      45 24.2
682           0     162            76            36       0 49.6
683           0      95            64            39     105 44.6
684           4     125            80             0       0 32.3
685           5     136            82             0       0  0.0
686           2     129            74            26     205 33.2
687           3     130            64             0       0 23.1
688           1     107            50            19       0 28.3
689           1     140            74            26     180 24.1
690           1     144            82            46     180 46.1
691           8     107            80             0       0 24.6
692          13     158           114             0       0 42.3
693           2     121            70            32      95 39.1
694           7     129            68            49     125 38.5
695           2      90            60             0       0 23.5
696           7     142            90            24     480 30.4
697           3     169            74            19     125 29.9
698           0      99             0             0       0 25.0
699           4     127            88            11     155 34.5
700           4     118            70             0       0 44.5
701           2     122            76            27     200 35.9
702           6     125            78            31       0 27.6
703           1     168            88            29       0 35.0
704           2     129             0             0       0 38.5
705           4     110            76            20     100 28.4
706           6      80            80            36       0 39.8
707          10     115             0             0       0  0.0
708           2     127            46            21     335 34.4
709           9     164            78             0       0 32.8
710           2      93            64            32     160 38.0
711           3     158            64            13     387 31.2
712           5     126            78            27      22 29.6
713          10     129            62            36       0 41.2
714           0     134            58            20     291 26.4
715           3     102            74             0       0 29.5
716           7     187            50            33     392 33.9
717           3     173            78            39     185 33.8
718          10      94            72            18       0 23.1
719           1     108            60            46     178 35.5
720           5      97            76            27       0 35.6
721           4      83            86            19       0 29.3
722           1     114            66            36     200 38.1
723           1     149            68            29     127 29.3
724           5     117            86            30     105 39.1
725           1     111            94             0       0 32.8
726           4     112            78            40       0 39.4
727           1     116            78            29     180 36.1
728           0     141            84            26       0 32.4
729           2     175            88             0       0 22.9
730           2      92            52             0       0 30.1
731           3     130            78            23      79 28.4
732           8     120            86             0       0 28.4
733           2     174            88            37     120 44.5
734           2     106            56            27     165 29.0
735           2     105            75             0       0 23.3
736           4      95            60            32       0 35.4
737           0     126            86            27     120 27.4
738           8      65            72            23       0 32.0
739           2      99            60            17     160 36.6
740           1     102            74             0       0 39.5
741          11     120            80            37     150 42.3
742           3     102            44            20      94 30.8
743           1     109            58            18     116 28.5
744           9     140            94             0       0 32.7
745          13     153            88            37     140 40.6
746          12     100            84            33     105 30.0
747           1     147            94            41       0 49.3
748           1      81            74            41      57 46.3
749           3     187            70            22     200 36.4
750           6     162            62             0       0 24.3
751           4     136            70             0       0 31.2
752           1     121            78            39      74 39.0
753           3     108            62            24       0 26.0
754           0     181            88            44     510 43.3
755           8     154            78            32       0 32.4
756           1     128            88            39     110 36.5
757           7     137            90            41       0 32.0
758           0     123            72             0       0 36.3
759           1     106            76             0       0 37.5
760           6     190            92             0       0 35.5
761           2      88            58            26      16 28.4
762           9     170            74            31       0 44.0
763           9      89            62             0       0 22.5
764          10     101            76            48     180 32.9
765           2     122            70            27       0 36.8
766           5     121            72            23     112 26.2
767           1     126            60             0       0 30.1
768           1      93            70            31       0 30.4
    DiabetesPedigreeFunction Age Class            0            1
1                      0.627  50     1 3.306461e-01 0.6693539035
2                      0.351  31     0 9.804448e-01 0.0195552134
3                      0.672  32     1 1.999896e-01 0.8000103813
4                      0.167  21     0 9.867576e-01 0.0132424427
5                      2.288  33     1 2.168575e-04 0.9997831425
6                      0.201  30     0 9.463372e-01 0.0536627534
7                      0.248  26     1 9.741464e-01 0.0258536438
8                      0.134  29     0 2.758886e-01 0.7241113904
9                      0.158  53     1 8.556686e-05 0.9999144331
10                     0.232  54     1 9.765039e-01 0.0234961459
11                     0.191  30     0 8.591760e-01 0.1408240084
12                     0.537  34     1 8.324287e-02 0.9167571343
13                     1.441  57     0 2.581126e-02 0.9741887439
14                     0.398  59     1 1.069961e-08 0.9999999893
15                     0.587  51     1 2.928759e-01 0.7071240671
16                     0.484  32     1 6.427233e-01 0.3572766899
17                     0.551  31     1 4.061867e-01 0.5938132748
18                     0.254  31     1 9.070977e-01 0.0929023470
19                     0.183  33     0 7.965924e-01 0.2034075511
20                     0.529  32     1 8.908777e-01 0.1091222901
21                     0.704  27     0 4.222865e-01 0.5777135021
22                     0.388  50     0 6.785393e-01 0.3214607215
23                     0.451  41     1 1.940392e-02 0.9805960819
24                     0.263  29     1 7.685438e-01 0.2314562065
25                     0.254  51     1 6.939493e-02 0.9306050737
26                     0.205  41     1 5.239746e-01 0.4760253731
27                     0.257  43     1 3.465150e-01 0.6534850265
28                     0.487  22     0 9.864923e-01 0.0135076891
29                     0.245  57     0 1.522035e-01 0.8477965240
30                     0.337  38     0 7.866411e-01 0.2133588742
31                     0.546  60     0 7.045024e-01 0.2954976322
32                     0.851  28     1 2.194530e-01 0.7805469680
33                     0.267  22     0 9.901082e-01 0.0098918054
34                     0.188  28     0 9.760833e-01 0.0239167384
35                     0.512  45     0 5.356200e-01 0.4643799666
36                     0.966  33     0 8.415905e-01 0.1584094739
37                     0.420  35     0 3.098204e-01 0.6901796316
38                     0.665  46     1 5.599122e-01 0.4400877899
39                     0.503  27     1 9.204538e-01 0.0795461746
40                     1.390  56     1 5.377683e-02 0.9462231709
41                     0.271  26     0 3.858252e-01 0.6141748237
42                     0.696  37     0 3.983007e-01 0.6016992551
43                     0.235  48     0 8.882164e-01 0.1117836262
44                     0.721  54     1 3.306329e-03 0.9966936709
45                     0.294  40     0 4.920523e-01 0.5079476806
46                     1.893  25     1 1.061234e-03 0.9989387659
47                     0.564  29     0 8.180199e-01 0.1819800714
48                     0.586  22     0 9.852703e-01 0.0147296596
49                     0.344  31     1 8.211086e-01 0.1788913547
50                     0.305  24     0 9.908925e-01 0.0091075314
51                     0.491  22     0 9.902880e-01 0.0097120387
52                     0.526  26     0 9.825547e-01 0.0174452959
53                     0.342  30     0 9.797855e-01 0.0202144908
54                     0.467  58     1 8.278264e-03 0.9917217362
55                     0.718  42     0 2.841454e-02 0.9715854585
56                     0.248  21     0 9.941866e-01 0.0058133673
57                     0.254  41     1 8.494687e-03 0.9915053131
58                     0.962  31     0 3.217182e-01 0.6782818475
59                     1.781  44     0 7.796269e-03 0.9922037315
60                     0.173  22     0 8.942861e-01 0.1057139344
61                     0.304  21     0 9.978482e-01 0.0021518487
62                     0.270  39     1 6.086084e-01 0.3913915926
63                     0.587  36     0 9.733584e-01 0.0266415802
64                     0.699  24     0 8.618436e-01 0.1381564189
65                     0.258  42     1 7.944307e-01 0.2055693027
66                     0.203  32     0 9.498942e-01 0.0501058322
67                     0.855  38     1 7.953584e-01 0.2046416481
68                     0.845  54     0 4.886693e-01 0.5113306779
69                     0.334  25     0 9.930316e-01 0.0069684449
70                     0.189  27     0 8.008865e-01 0.1991135350
71                     0.867  28     1 9.151258e-01 0.0848741709
72                     0.411  26     0 8.098231e-01 0.1901769271
73                     0.583  42     1 6.215051e-02 0.9378494874
74                     0.231  23     0 6.475587e-01 0.3524412798
75                     0.396  22     0 9.795969e-01 0.0204031445
76                     0.140  22     0 9.890473e-01 0.0109526592
77                     0.391  41     0 9.072166e-01 0.0927833667
78                     0.370  27     0 9.159599e-01 0.0840401156
79                     0.270  26     1 4.499661e-01 0.5500339356
80                     0.307  24     0 9.792141e-01 0.0207859411
81                     0.140  22     0 9.828160e-01 0.0171840053
82                     0.102  22     0 9.980389e-01 0.0019611445
83                     0.767  36     0 8.803046e-01 0.1196954337
84                     0.237  22     0 9.866655e-01 0.0133344863
85                     0.227  37     1 2.766088e-01 0.7233911657
86                     0.698  27     0 9.056365e-01 0.0943635158
87                     0.178  45     0 1.158952e-01 0.8841048185
88                     0.324  26     0 9.446098e-01 0.0553901879
89                     0.153  43     1 3.335828e-02 0.9666417230
90                     0.165  24     0 9.807073e-01 0.0192926906
91                     0.258  21     0 9.955035e-01 0.0044965416
92                     0.443  34     0 8.105317e-01 0.1894682790
93                     0.261  42     0 6.769781e-01 0.3230218671
94                     0.277  60     1 8.142094e-01 0.1857905784
95                     0.761  21     0 8.982097e-01 0.1017902695
96                     0.255  40     0 3.653038e-01 0.6346962421
97                     0.130  24     0 9.753939e-01 0.0246060880
98                     0.323  22     0 9.952054e-01 0.0047946440
99                     0.356  23     0 9.646206e-01 0.0353794189
100                    0.325  31     1 3.170710e-01 0.6829290073
101                    1.222  33     1 1.025205e-01 0.8974794694
102                    0.179  22     0 9.042384e-01 0.0957616433
103                    0.262  21     0 9.645760e-01 0.0354240037
104                    0.283  24     0 9.892095e-01 0.0107904572
105                    0.930  27     0 8.816578e-01 0.1183421636
106                    0.801  21     0 8.924671e-01 0.1075329249
107                    0.207  27     0 9.412434e-01 0.0587566419
108                    0.287  37     0 7.285089e-01 0.2714910907
109                    0.336  25     0 9.684777e-01 0.0315222763
110                    0.247  24     1 9.538869e-01 0.0461131308
111                    0.199  24     1 4.623034e-01 0.5376965666
112                    0.543  46     1 1.719815e-03 0.9982801852
113                    0.192  23     0 9.757829e-01 0.0242171279
114                    0.391  25     0 9.697982e-01 0.0302017665
115                    0.588  39     1 2.337701e-01 0.7662299126
116                    0.539  61     1 4.074069e-01 0.5925931163
117                    0.220  38     1 8.080877e-01 0.1919122668
118                    0.654  25     0 9.475979e-01 0.0524020550
119                    0.443  22     0 9.775331e-01 0.0224669344
120                    0.223  21     0 9.877518e-01 0.0122482216
121                    0.759  25     1 9.239914e-02 0.9076008592
122                    0.260  24     0 8.921418e-01 0.1078581858
123                    0.404  23     0 9.497797e-01 0.0502203112
124                    0.186  69     0 7.011828e-01 0.2988172320
125                    0.278  23     1 9.524165e-01 0.0475835004
126                    0.496  26     1 7.517963e-01 0.2482037139
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450                    0.285  26     0 9.519322e-01 0.0480677871
451                    0.415  23     0 9.934484e-01 0.0065516120
452                    0.542  23     1 9.179961e-01 0.0820038749
453                    0.381  25     0 8.956221e-01 0.1043778812
454                    0.832  72     0 5.257883e-01 0.4742116977
455                    0.498  24     0 9.376377e-01 0.0623623323
456                    0.212  38     1 1.466858e-02 0.9853314180
457                    0.687  62     0 7.150233e-01 0.2849766680
458                    0.364  24     0 9.712964e-01 0.0287036113
459                    1.001  51     1 8.514929e-03 0.9914850710
460                    0.460  81     0 4.050129e-01 0.5949870656
461                    0.733  48     0 7.420677e-01 0.2579322586
462                    0.416  26     0 9.924896e-01 0.0075104365
463                    0.705  39     0 7.490274e-01 0.2509726454
464                    0.258  37     0 9.518271e-01 0.0481729083
465                    1.022  34     0 4.206170e-01 0.5793829797
466                    0.452  21     0 9.791939e-01 0.0208060725
467                    0.269  22     0 9.903878e-01 0.0096122199
468                    0.600  25     0 9.287076e-01 0.0712924161
469                    0.183  38     1 3.957254e-01 0.6042746022
470                    0.571  27     0 2.035206e-01 0.7964793877
471                    0.607  28     0 5.348549e-01 0.4651451357
472                    0.170  22     0 8.751983e-01 0.1248016804
473                    0.259  22     0 9.242619e-01 0.0757380687
474                    0.210  50     0 5.390475e-01 0.4609524928
475                    0.126  24     0 9.584718e-01 0.0415282197
476                    0.231  59     0 7.501276e-01 0.2498723571
477                    0.711  29     1 7.666399e-01 0.2333600961
478                    0.466  31     0 9.238726e-01 0.0761273572
479                    0.162  39     0 7.471989e-01 0.2528010602
480                    0.419  63     0 6.696828e-01 0.3303172125
481                    0.344  35     1 1.198663e-01 0.8801337434
482                    0.197  29     0 8.481962e-01 0.1518038084
483                    0.306  28     0 9.794719e-01 0.0205281331
484                    0.233  23     0 9.526309e-01 0.0473691105
485                    0.630  31     1 1.848780e-01 0.8151220378
486                    0.365  24     1 4.843695e-01 0.5156304957
487                    0.536  21     0 2.033829e-02 0.9796617103
488                    1.159  58     0 4.788579e-03 0.9952114215
489                    0.294  28     0 9.770230e-01 0.0229770017
490                    0.551  67     0 3.006254e-02 0.9699374594
491                    0.629  24     0 9.566226e-01 0.0433774500
492                    0.292  42     0 9.115048e-01 0.0884952146
493                    0.145  33     0 9.225110e-01 0.0774890497
494                    1.144  45     1 5.010904e-01 0.4989096368
495                    0.174  22     0 9.977242e-01 0.0022757912
496                    0.304  66     0 2.889859e-01 0.7110141028
497                    0.292  30     0 9.551525e-01 0.0448475222
498                    0.547  25     0 9.790100e-01 0.0209900094
499                    0.163  55     1 4.844519e-02 0.9515548139
500                    0.839  39     0 2.323804e-01 0.7676195535
501                    0.313  21     0 9.711884e-01 0.0288116005
502                    0.267  28     0 9.502756e-01 0.0497243995
503                    0.727  41     1 6.895554e-01 0.3104446472
504                    0.738  41     0 7.993878e-01 0.2006121946
505                    0.238  40     0 8.663664e-01 0.1336336094
506                    0.263  38     0 7.794848e-01 0.2205151674
507                    0.314  35     1 1.955382e-01 0.8044618415
508                    0.692  21     0 9.001358e-01 0.0998642181
509                    0.968  21     0 9.526793e-01 0.0473207498
510                    0.409  64     0 6.936753e-01 0.3063247230
511                    0.297  46     1 5.905386e-01 0.4094614140
512                    0.207  21     0 9.361869e-01 0.0638130693
513                    0.200  58     0 8.473048e-01 0.1526951575
514                    0.525  22     0 9.828624e-01 0.0171375959
515                    0.154  24     0 9.832230e-01 0.0167770391
516                    0.268  28     1 6.499736e-01 0.3500264276
517                    0.771  53     1 1.116125e-01 0.8883875100
518                    0.304  51     0 4.993497e-01 0.5006502530
519                    0.180  41     0 5.183744e-01 0.4816256065
520                    0.582  60     0 3.151355e-01 0.6848645299
521                    0.187  25     0 9.895566e-01 0.0104433548
522                    0.305  26     0 8.749415e-01 0.1250585397
523                    0.189  26     0 9.896248e-01 0.0103751999
524                    0.652  45     1 3.889386e-01 0.6110613905
525                    0.151  24     0 9.324878e-01 0.0675122332
526                    0.444  21     0 9.923982e-01 0.0076018378
527                    0.299  21     0 9.947712e-01 0.0052288191
528                    0.107  24     0 9.679219e-01 0.0320780629
529                    0.493  22     0 9.205082e-01 0.0794918201
530                    0.660  31     0 9.589962e-01 0.0410038445
531                    0.717  22     0 9.319012e-01 0.0680988001
532                    0.686  24     0 8.586995e-01 0.1413005103
533                    0.917  29     0 7.321410e-01 0.2678590217
534                    0.501  31     0 7.470958e-01 0.2529041918
535                    1.251  24     0 8.430357e-01 0.1569642554
536                    0.302  23     1 6.100029e-01 0.3899971290
537                    0.197  46     0 9.055744e-01 0.0944256101
538                    0.735  67     0 9.592097e-01 0.0407902753
539                    0.804  23     0 6.311015e-01 0.3688984544
540                    0.968  32     1 2.871497e-01 0.7128503058
541                    0.661  43     1 3.443896e-01 0.6556104029
542                    0.549  27     1 8.157705e-01 0.1842294515
543                    0.825  56     1 3.448701e-01 0.6551298946
544                    0.159  25     0 9.367812e-01 0.0632187789
545                    0.365  29     0 9.652943e-01 0.0347056843
546                    0.423  37     1 1.907217e-02 0.9809278286
547                    1.034  53     1 5.559464e-03 0.9944405361
548                    0.160  28     0 8.330893e-01 0.1669107428
549                    0.341  50     0 2.753528e-01 0.7246472019
550                    0.680  37     0 5.651593e-02 0.9434840655
551                    0.204  21     0 9.734766e-01 0.0265234318
552                    0.591  25     0 9.628433e-01 0.0371567213
553                    0.247  66     0 7.509563e-01 0.2490436977
554                    0.422  23     0 9.826708e-01 0.0173291987
555                    0.471  28     0 9.549982e-01 0.0450017778
556                    0.161  37     0 7.254584e-01 0.2745416294
557                    0.218  30     0 9.179499e-01 0.0820501362
558                    0.237  58     0 7.490472e-01 0.2509528003
559                    0.126  42     0 2.736906e-01 0.7263094386
560                    0.300  35     0 7.744772e-01 0.2255227946
561                    0.121  54     1 6.521276e-01 0.3478724225
562                    0.502  28     1 1.909465e-02 0.9809053538
563                    0.401  24     0 9.571543e-01 0.0428457301
564                    0.497  32     0 9.514033e-01 0.0485967483
565                    0.601  27     0 9.565898e-01 0.0434102004
566                    0.748  22     0 9.772350e-01 0.0227650085
567                    0.412  21     0 9.536966e-01 0.0463034069
568                    0.085  46     0 8.606092e-01 0.1393907725
569                    0.338  37     0 5.781547e-01 0.4218453005
570                    0.203  33     1 8.545568e-01 0.1454431987
571                    0.270  39     0 9.544708e-01 0.0455292451
572                    0.268  21     0 9.547445e-01 0.0452555039
573                    0.430  22     0 9.636638e-01 0.0363362272
574                    0.198  22     0 9.671595e-01 0.0328405011
575                    0.892  23     0 2.340918e-01 0.7659082038
576                    0.280  25     0 8.635273e-01 0.1364727152
577                    0.813  35     0 8.766641e-01 0.1233358852
578                    0.693  21     1 8.401048e-01 0.1598951927
579                    0.245  36     0 6.194675e-01 0.3805325214
580                    0.575  62     1 3.671999e-04 0.9996328001
581                    0.371  21     1 4.976714e-01 0.5023285712
582                    0.206  27     0 9.600549e-01 0.0399451089
583                    0.259  62     0 3.487037e-01 0.6512962544
584                    0.190  42     0 7.177588e-01 0.2822411510
585                    0.687  52     1 4.620641e-04 0.9995379359
586                    0.417  22     0 9.914589e-01 0.0085410592
587                    0.129  41     1 4.459266e-01 0.5540733943
588                    0.249  29     0 9.647303e-01 0.0352696621
589                    1.154  52     1 2.632685e-02 0.9736731465
590                    0.342  25     0 9.652568e-01 0.0347431852
591                    0.925  45     1 7.180904e-02 0.9281909623
592                    0.175  24     0 8.072304e-01 0.1927695664
593                    0.402  44     1 7.263536e-01 0.2736464293
594                    1.699  25     0 4.123219e-01 0.5876780511
595                    0.733  34     0 3.840855e-01 0.6159144914
596                    0.682  22     1 1.780492e-01 0.8219507861
597                    0.194  46     0 8.851069e-01 0.1148930786
598                    0.559  21     0 9.730384e-01 0.0269616032
599                    0.088  38     1 3.033640e-01 0.6966359707
600                    0.407  26     0 9.749410e-01 0.0250590442
601                    0.400  24     0 9.701509e-01 0.0298491472
602                    0.190  28     0 8.689821e-01 0.1310179205
603                    0.100  30     0 9.266805e-01 0.0733194687
604                    0.692  54     1 1.825174e-01 0.8174825914
605                    0.212  36     1 7.466341e-02 0.9253365902
606                    0.514  21     0 9.113260e-01 0.0886740492
607                    1.258  22     1 6.620955e-03 0.9933790449
608                    0.482  25     0 9.921896e-01 0.0078104076
609                    0.270  27     0 2.251194e-01 0.7748805565
610                    0.138  23     0 9.746028e-01 0.0253972142
611                    0.292  24     0 9.542764e-01 0.0457236115
612                    0.593  36     1 2.092017e-01 0.7907982527
613                    0.787  40     1 7.805046e-03 0.9921949541
614                    0.878  26     0 8.303503e-01 0.1696497282
615                    0.557  50     1 1.215622e-01 0.8784377761
616                    0.207  27     0 9.737557e-01 0.0262443246
617                    0.157  30     0 8.665765e-01 0.1334234726
618                    0.257  23     0 9.957240e-01 0.0042759729
619                    1.282  50     1 1.938221e-01 0.8061778942
620                    0.141  24     1 7.660979e-01 0.2339021222
621                    0.246  28     0 7.975684e-01 0.2024316323
622                    1.698  28     0 4.553415e-01 0.5446585359
623                    1.461  45     0 2.221228e-03 0.9977787716
624                    0.347  21     0 9.415723e-01 0.0584276735
625                    0.158  21     0 9.715674e-01 0.0284326357
626                    0.362  29     0 8.626080e-01 0.1373919698
627                    0.206  21     0 9.730338e-01 0.0269661532
628                    0.393  21     0 9.174284e-01 0.0825715612
629                    0.144  45     0 7.050188e-01 0.2949811659
630                    0.148  21     0 9.873755e-01 0.0126244571
631                    0.732  34     1 8.399257e-01 0.1600742531
632                    0.238  24     0 9.408078e-01 0.0591922329
633                    0.343  23     0 9.766723e-01 0.0233277274
634                    0.115  22     0 9.273078e-01 0.0726921591
635                    0.167  31     0 8.959261e-01 0.1040738877
636                    0.465  38     1 3.957853e-01 0.6042147104
637                    0.153  48     0 8.979186e-01 0.1020813650
638                    0.649  23     0 9.666258e-01 0.0333742328
639                    0.871  32     1 6.330310e-01 0.3669690322
640                    0.149  28     0 9.905092e-01 0.0094907886
641                    0.695  27     0 9.456849e-01 0.0543151271
642                    0.303  24     0 8.931432e-01 0.1068568300
643                    0.178  50     1 5.325430e-01 0.4674569921
644                    0.610  31     0 8.145899e-01 0.1854100685
645                    0.730  27     0 9.322953e-01 0.0677046689
646                    0.134  30     0 1.766593e-02 0.9823340706
647                    0.447  33     1 6.805896e-01 0.3194104082
648                    0.455  22     1 2.458325e-01 0.7541674962
649                    0.260  42     1 2.731883e-01 0.7268117417
650                    0.133  23     0 9.809382e-01 0.0190617895
651                    0.234  23     0 9.876082e-01 0.0123918493
652                    0.466  27     0 9.267961e-01 0.0732039179
653                    0.269  28     0 8.298124e-01 0.1701875837
654                    0.455  27     0 9.545891e-01 0.0454108631
655                    0.142  22     0 9.533628e-01 0.0466371555
656                    0.240  25     1 3.448204e-03 0.9965517959
657                    0.155  22     0 9.871674e-01 0.0128326406
658                    1.162  41     0 1.541939e-01 0.8458060920
659                    0.190  51     0 1.084033e-01 0.8915967083
660                    1.292  27     1 7.088154e-01 0.2911845877
661                    0.182  54     0 1.372683e-01 0.8627316792
662                    1.394  22     1 4.299965e-03 0.9957000346
663                    0.165  43     1 1.600960e-02 0.9839904030
664                    0.637  40     1 1.122907e-01 0.8877092817
665                    0.245  40     1 7.791064e-01 0.2208935641
666                    0.217  24     0 8.876658e-01 0.1123342005
667                    0.235  70     1 4.910700e-01 0.5089300302
668                    0.141  40     1 7.414959e-01 0.2585040928
669                    0.430  43     0 7.552670e-01 0.2447329562
670                    0.164  45     0 2.493819e-01 0.7506181106
671                    0.631  49     0 1.469355e-01 0.8530644783
672                    0.551  21     0 9.855783e-01 0.0144217063
673                    0.285  47     0 5.531115e-01 0.4468884886
674                    0.880  22     0 1.788874e-01 0.8211125838
675                    0.587  68     0 5.846630e-01 0.4153369977
676                    0.328  31     1 1.156004e-01 0.8843996465
677                    0.230  53     1 2.920379e-01 0.7079620643
678                    0.263  25     0 9.663005e-01 0.0336994726
679                    0.127  25     1 9.090650e-01 0.0909350470
680                    0.614  23     0 9.405539e-01 0.0594461274
681                    0.332  22     0 9.932106e-01 0.0067894472
682                    0.364  26     1 3.332022e-01 0.6667977578
683                    0.366  22     0 9.150266e-01 0.0849734437
684                    0.536  27     1 8.738350e-01 0.1261650052
685                    0.640  69     0 9.751379e-01 0.0248620824
686                    0.591  25     0 7.942438e-01 0.2057562039
687                    0.314  22     0 9.665770e-01 0.0334230093
688                    0.181  29     0 9.690011e-01 0.0309989452
689                    0.828  23     0 8.362161e-01 0.1637839379
690                    0.335  46     1 2.002540e-01 0.7997459674
691                    0.856  34     0 8.097772e-01 0.1902227626
692                    0.257  44     1 8.255640e-03 0.9917443600
693                    0.886  23     0 7.723900e-01 0.2276099649
694                    0.439  43     1 3.392606e-01 0.6607393873
695                    0.191  25     0 9.888229e-01 0.0111771244
696                    0.128  43     1 8.115748e-03 0.9918842516
697                    0.268  31     1 5.382056e-01 0.4617943921
698                    0.253  22     0 9.316647e-01 0.0683353484
699                    0.598  28     0 7.622499e-01 0.2377501252
700                    0.904  26     0 6.681084e-01 0.3318916345
701                    0.483  26     0 8.146422e-01 0.1853578320
702                    0.565  49     1 7.306957e-01 0.2693043259
703                    0.905  52     1 1.101190e-01 0.8898809861
704                    0.304  41     0 3.664107e-01 0.6335893418
705                    0.118  27     0 9.561859e-01 0.0438141166
706                    0.177  28     0 8.951550e-01 0.1048450037
707                    0.261  30     1 9.586224e-01 0.0413776433
708                    0.176  22     0 5.675293e-01 0.4324706874
709                    0.148  45     1 1.556343e-01 0.8443656762
710                    0.674  23     1 9.114007e-01 0.0885992808
711                    0.295  24     0 1.420263e-01 0.8579736836
712                    0.439  40     0 8.241546e-01 0.1758453655
713                    0.441  38     1 2.842134e-01 0.7157866297
714                    0.352  21     0 8.199773e-01 0.1800227149
715                    0.121  32     0 9.559362e-01 0.0440637607
716                    0.826  34     1 2.122254e-03 0.9978777456
717                    0.970  31     1 8.426504e-02 0.9157349628
718                    0.595  56     0 7.764684e-01 0.2235316461
719                    0.415  24     0 8.675610e-01 0.1324389537
720                    0.378  52     1 8.272138e-01 0.1727862437
721                    0.317  34     0 9.609107e-01 0.0390893298
722                    0.289  21     0 8.716536e-01 0.1283463697
723                    0.349  42     1 6.923776e-01 0.3076224275
724                    0.251  42     0 6.860981e-01 0.3139019274
725                    0.265  45     0 8.469850e-01 0.1530149710
726                    0.236  38     0 7.677918e-01 0.2322081813
727                    0.496  25     0 8.637832e-01 0.1362167796
728                    0.433  22     0 8.631804e-01 0.1368196260
729                    0.326  22     0 7.009670e-01 0.2990330208
730                    0.141  22     0 9.802587e-01 0.0197413068
731                    0.323  34     1 8.943047e-01 0.1056953362
732                    0.259  22     1 8.788158e-01 0.1211842108
733                    0.646  24     1 1.462629e-01 0.8537370929
734                    0.426  22     0 9.614252e-01 0.0385747607
735                    0.560  53     0 9.345824e-01 0.0654176034
736                    0.284  28     0 9.418977e-01 0.0581022588
737                    0.515  21     0 9.373250e-01 0.0626750212
738                    0.600  42     0 8.690488e-01 0.1309512066
739                    0.453  21     0 9.496321e-01 0.0503679418
740                    0.293  42     1 8.743290e-01 0.1256710381
741                    0.785  48     1 7.989167e-02 0.9201083330
742                    0.400  26     0 9.598218e-01 0.0401781733
743                    0.219  22     0 9.754311e-01 0.0245688679
744                    0.734  45     1 2.068560e-01 0.7931439906
745                    1.174  39     0 3.636697e-03 0.9963633029
746                    0.488  46     0 3.868886e-01 0.6131113517
747                    0.358  27     1 3.802277e-01 0.6197722800
748                    1.096  32     0 6.192889e-01 0.3807110797
749                    0.408  36     1 8.948006e-02 0.9105199394
750                    0.178  50     1 5.023843e-01 0.4976156611
751                    1.182  22     1 5.791008e-01 0.4208992366
752                    0.261  28     0 8.406846e-01 0.1593153648
753                    0.223  25     0 9.767577e-01 0.0232423295
754                    0.222  26     1 5.339465e-04 0.9994660535
755                    0.443  45     1 2.683162e-01 0.7316837877
756                    1.057  37     1 3.667284e-01 0.6332715930
757                    0.391  39     0 4.703583e-01 0.5296417163
758                    0.258  52     1 7.706796e-01 0.2293203893
759                    0.197  26     0 9.374011e-01 0.0625989081
760                    0.278  66     1 2.759621e-02 0.9724037925
761                    0.766  22     0 9.740227e-01 0.0259773311
762                    0.403  43     1 5.200954e-02 0.9479904624
763                    0.142  33     0 9.437127e-01 0.0562872962
764                    0.171  63     0 2.635541e-01 0.7364459487
765                    0.340  27     0 8.977289e-01 0.1022711458
766                    0.245  30     0 9.311224e-01 0.0688776326
767                    0.349  47     1 8.573681e-01 0.1426319348
768                    0.315  23     0 9.773230e-01 0.0226770430
\tabularnewline \hline \end{tabular} %Source: https://freestatistics.org/blog/index.php?pk=319247&T=1

[TABLE]
[ROW][C]Naive Bayes Classifier[/C][/ROW]
[ROW][C]
> naive_bayes_via_caret$results
   usekernel laplace adjust  Accuracy     Kappa AccuracySD    KappaSD
1      FALSE     0.0   0.75 0.7561088 0.4546178 0.02359142 0.04998632
2      FALSE     0.0   1.00 0.7561088 0.4546178 0.02359142 0.04998632
3      FALSE     0.0   1.25 0.7561088 0.4546178 0.02359142 0.04998632
4      FALSE     0.0   1.50 0.7561088 0.4546178 0.02359142 0.04998632
5      FALSE     0.0   1.75 0.7561088 0.4546178 0.02359142 0.04998632
6      FALSE     0.0   2.00 0.7561088 0.4546178 0.02359142 0.04998632
7      FALSE     0.0   2.25 0.7561088 0.4546178 0.02359142 0.04998632
8      FALSE     0.0   2.50 0.7561088 0.4546178 0.02359142 0.04998632
49      TRUE     0.0   0.75 0.7038570 0.2598568 0.02653502 0.06390995
50      TRUE     0.0   1.00 0.7095301 0.2791654 0.02532278 0.06257903
51      TRUE     0.0   1.25 0.7189918 0.3075751 0.02541970 0.05990997
52      TRUE     0.0   1.50 0.7234251 0.3213295 0.02706402 0.06351609
53      TRUE     0.0   1.75 0.7251445 0.3272227 0.02558471 0.06029674
54      TRUE     0.0   2.00 0.7244636 0.3263163 0.02280618 0.05175267
55      TRUE     0.0   2.25 0.7244205 0.3264729 0.02378712 0.05533308
56      TRUE     0.0   2.50 0.7244656 0.3285843 0.02412941 0.05516267
9      FALSE     0.5   0.75 0.7561088 0.4546178 0.02359142 0.04998632
10     FALSE     0.5   1.00 0.7561088 0.4546178 0.02359142 0.04998632
11     FALSE     0.5   1.25 0.7561088 0.4546178 0.02359142 0.04998632
12     FALSE     0.5   1.50 0.7561088 0.4546178 0.02359142 0.04998632
13     FALSE     0.5   1.75 0.7561088 0.4546178 0.02359142 0.04998632
14     FALSE     0.5   2.00 0.7561088 0.4546178 0.02359142 0.04998632
15     FALSE     0.5   2.25 0.7561088 0.4546178 0.02359142 0.04998632
16     FALSE     0.5   2.50 0.7561088 0.4546178 0.02359142 0.04998632
57      TRUE     0.5   0.75 0.7038570 0.2598568 0.02653502 0.06390995
58      TRUE     0.5   1.00 0.7095301 0.2791654 0.02532278 0.06257903
59      TRUE     0.5   1.25 0.7189918 0.3075751 0.02541970 0.05990997
60      TRUE     0.5   1.50 0.7234251 0.3213295 0.02706402 0.06351609
61      TRUE     0.5   1.75 0.7251445 0.3272227 0.02558471 0.06029674
62      TRUE     0.5   2.00 0.7244636 0.3263163 0.02280618 0.05175267
63      TRUE     0.5   2.25 0.7244205 0.3264729 0.02378712 0.05533308
64      TRUE     0.5   2.50 0.7244656 0.3285843 0.02412941 0.05516267
17     FALSE     1.0   0.75 0.7561088 0.4546178 0.02359142 0.04998632
18     FALSE     1.0   1.00 0.7561088 0.4546178 0.02359142 0.04998632
19     FALSE     1.0   1.25 0.7561088 0.4546178 0.02359142 0.04998632
20     FALSE     1.0   1.50 0.7561088 0.4546178 0.02359142 0.04998632
21     FALSE     1.0   1.75 0.7561088 0.4546178 0.02359142 0.04998632
22     FALSE     1.0   2.00 0.7561088 0.4546178 0.02359142 0.04998632
23     FALSE     1.0   2.25 0.7561088 0.4546178 0.02359142 0.04998632
24     FALSE     1.0   2.50 0.7561088 0.4546178 0.02359142 0.04998632
65      TRUE     1.0   0.75 0.7038570 0.2598568 0.02653502 0.06390995
66      TRUE     1.0   1.00 0.7095301 0.2791654 0.02532278 0.06257903
67      TRUE     1.0   1.25 0.7189918 0.3075751 0.02541970 0.05990997
68      TRUE     1.0   1.50 0.7234251 0.3213295 0.02706402 0.06351609
69      TRUE     1.0   1.75 0.7251445 0.3272227 0.02558471 0.06029674
70      TRUE     1.0   2.00 0.7244636 0.3263163 0.02280618 0.05175267
71      TRUE     1.0   2.25 0.7244205 0.3264729 0.02378712 0.05533308
72      TRUE     1.0   2.50 0.7244656 0.3285843 0.02412941 0.05516267
25     FALSE     2.0   0.75 0.7561088 0.4546178 0.02359142 0.04998632
26     FALSE     2.0   1.00 0.7561088 0.4546178 0.02359142 0.04998632
27     FALSE     2.0   1.25 0.7561088 0.4546178 0.02359142 0.04998632
28     FALSE     2.0   1.50 0.7561088 0.4546178 0.02359142 0.04998632
29     FALSE     2.0   1.75 0.7561088 0.4546178 0.02359142 0.04998632
30     FALSE     2.0   2.00 0.7561088 0.4546178 0.02359142 0.04998632
31     FALSE     2.0   2.25 0.7561088 0.4546178 0.02359142 0.04998632
32     FALSE     2.0   2.50 0.7561088 0.4546178 0.02359142 0.04998632
73      TRUE     2.0   0.75 0.7038570 0.2598568 0.02653502 0.06390995
74      TRUE     2.0   1.00 0.7095301 0.2791654 0.02532278 0.06257903
75      TRUE     2.0   1.25 0.7189918 0.3075751 0.02541970 0.05990997
76      TRUE     2.0   1.50 0.7234251 0.3213295 0.02706402 0.06351609
77      TRUE     2.0   1.75 0.7251445 0.3272227 0.02558471 0.06029674
78      TRUE     2.0   2.00 0.7244636 0.3263163 0.02280618 0.05175267
79      TRUE     2.0   2.25 0.7244205 0.3264729 0.02378712 0.05533308
80      TRUE     2.0   2.50 0.7244656 0.3285843 0.02412941 0.05516267
33     FALSE     3.0   0.75 0.7561088 0.4546178 0.02359142 0.04998632
34     FALSE     3.0   1.00 0.7561088 0.4546178 0.02359142 0.04998632
35     FALSE     3.0   1.25 0.7561088 0.4546178 0.02359142 0.04998632
36     FALSE     3.0   1.50 0.7561088 0.4546178 0.02359142 0.04998632
37     FALSE     3.0   1.75 0.7561088 0.4546178 0.02359142 0.04998632
38     FALSE     3.0   2.00 0.7561088 0.4546178 0.02359142 0.04998632
39     FALSE     3.0   2.25 0.7561088 0.4546178 0.02359142 0.04998632
40     FALSE     3.0   2.50 0.7561088 0.4546178 0.02359142 0.04998632
81      TRUE     3.0   0.75 0.7038570 0.2598568 0.02653502 0.06390995
82      TRUE     3.0   1.00 0.7095301 0.2791654 0.02532278 0.06257903
83      TRUE     3.0   1.25 0.7189918 0.3075751 0.02541970 0.05990997
84      TRUE     3.0   1.50 0.7234251 0.3213295 0.02706402 0.06351609
85      TRUE     3.0   1.75 0.7251445 0.3272227 0.02558471 0.06029674
86      TRUE     3.0   2.00 0.7244636 0.3263163 0.02280618 0.05175267
87      TRUE     3.0   2.25 0.7244205 0.3264729 0.02378712 0.05533308
88      TRUE     3.0   2.50 0.7244656 0.3285843 0.02412941 0.05516267
41     FALSE     4.0   0.75 0.7561088 0.4546178 0.02359142 0.04998632
42     FALSE     4.0   1.00 0.7561088 0.4546178 0.02359142 0.04998632
43     FALSE     4.0   1.25 0.7561088 0.4546178 0.02359142 0.04998632
44     FALSE     4.0   1.50 0.7561088 0.4546178 0.02359142 0.04998632
45     FALSE     4.0   1.75 0.7561088 0.4546178 0.02359142 0.04998632
46     FALSE     4.0   2.00 0.7561088 0.4546178 0.02359142 0.04998632
47     FALSE     4.0   2.25 0.7561088 0.4546178 0.02359142 0.04998632
48     FALSE     4.0   2.50 0.7561088 0.4546178 0.02359142 0.04998632
89      TRUE     4.0   0.75 0.7038570 0.2598568 0.02653502 0.06390995
90      TRUE     4.0   1.00 0.7095301 0.2791654 0.02532278 0.06257903
91      TRUE     4.0   1.25 0.7189918 0.3075751 0.02541970 0.05990997
92      TRUE     4.0   1.50 0.7234251 0.3213295 0.02706402 0.06351609
93      TRUE     4.0   1.75 0.7251445 0.3272227 0.02558471 0.06029674
94      TRUE     4.0   2.00 0.7244636 0.3263163 0.02280618 0.05175267
95      TRUE     4.0   2.25 0.7244205 0.3264729 0.02378712 0.05533308
96      TRUE     4.0   2.50 0.7244656 0.3285843 0.02412941 0.05516267
[/C][/ROW] [ROW][C]
> naive_bayes_via_caret$finalModel$tuneValue
  laplace usekernel adjust
1       0     FALSE   0.75
[/C][/ROW] [ROW][C]
> print.naive_bayes(naive_bayes_via_caret$finalModel)
================================== Naive Bayes ================================== 
 
 Call: 
naive_bayes.default(x = x, y = y, laplace = param$laplace, usekernel = FALSE, 
    usepoisson = TRUE, kernel = ..1, bw = "SJ")
--------------------------------------------------------------------------------- 
 
Laplace smoothing: 0
--------------------------------------------------------------------------------- 
 
 A priori probabilities: 
        0         1 
0.6510417 0.3489583 
--------------------------------------------------------------------------------- 
 
 Tables: 
--------------------------------------------------------------------------------- 
 ::: Pregnancies (Gaussian) 
--------------------------------------------------------------------------------- 
           
Pregnancies        0        1
       mean 3.298000 4.865672
       sd   3.017185 3.741239
--------------------------------------------------------------------------------- 
 ::: Glucose (Gaussian) 
--------------------------------------------------------------------------------- 
       
Glucose         0         1
   mean 109.98000 141.25746
   sd    26.14120  31.93962
--------------------------------------------------------------------------------- 
 ::: BloodPressure (Gaussian) 
--------------------------------------------------------------------------------- 
             
BloodPressure        0        1
         mean 68.18400 70.82463
         sd   18.06308 21.49181
--------------------------------------------------------------------------------- 
 ::: SkinThickness (Gaussian) 
--------------------------------------------------------------------------------- 
             
SkinThickness        0        1
         mean 19.66400 22.16418
         sd   14.88995 17.67971
--------------------------------------------------------------------------------- 
 ::: Insulin (Gaussian) 
--------------------------------------------------------------------------------- 
       
Insulin         0         1
   mean  68.79200 100.33582
   sd    98.86529 138.68912
--------------------------------------------------------------------------------- 
 ::: BMI (Gaussian) 
--------------------------------------------------------------------------------- 
      
BMI            0         1
  mean 30.304200 35.142537
  sd    7.689855  7.262967
--------------------------------------------------------------------------------- 
 ::: DiabetesPedigreeFunction (Gaussian) 
--------------------------------------------------------------------------------- 
                        
DiabetesPedigreeFunction         0         1
                    mean 0.4297340 0.5505000
                    sd   0.2990853 0.3723545
--------------------------------------------------------------------------------- 
 ::: Age (Gaussian) 
--------------------------------------------------------------------------------- 
      
Age           0        1
  mean 31.19000 37.06716
  sd   11.66765 10.96825
---------------------------------------------------------------------------------
[/C][/ROW] [ROW][C]
> z
    Pregnancies Glucose BloodPressure SkinThickness Insulin  BMI
1             6     148            72            35       0 33.6
2             1      85            66            29       0 26.6
3             8     183            64             0       0 23.3
4             1      89            66            23      94 28.1
5             0     137            40            35     168 43.1
6             5     116            74             0       0 25.6
7             3      78            50            32      88 31.0
8            10     115             0             0       0 35.3
9             2     197            70            45     543 30.5
10            8     125            96             0       0  0.0
11            4     110            92             0       0 37.6
12           10     168            74             0       0 38.0
13           10     139            80             0       0 27.1
14            1     189            60            23     846 30.1
15            5     166            72            19     175 25.8
16            7     100             0             0       0 30.0
17            0     118            84            47     230 45.8
18            7     107            74             0       0 29.6
19            1     103            30            38      83 43.3
20            1     115            70            30      96 34.6
21            3     126            88            41     235 39.3
22            8      99            84             0       0 35.4
23            7     196            90             0       0 39.8
24            9     119            80            35       0 29.0
25           11     143            94            33     146 36.6
26           10     125            70            26     115 31.1
27            7     147            76             0       0 39.4
28            1      97            66            15     140 23.2
29           13     145            82            19     110 22.2
30            5     117            92             0       0 34.1
31            5     109            75            26       0 36.0
32            3     158            76            36     245 31.6
33            3      88            58            11      54 24.8
34            6      92            92             0       0 19.9
35           10     122            78            31       0 27.6
36            4     103            60            33     192 24.0
37           11     138            76             0       0 33.2
38            9     102            76            37       0 32.9
39            2      90            68            42       0 38.2
40            4     111            72            47     207 37.1
41            3     180            64            25      70 34.0
42            7     133            84             0       0 40.2
43            7     106            92            18       0 22.7
44            9     171           110            24     240 45.4
45            7     159            64             0       0 27.4
46            0     180            66            39       0 42.0
47            1     146            56             0       0 29.7
48            2      71            70            27       0 28.0
49            7     103            66            32       0 39.1
50            7     105             0             0       0  0.0
51            1     103            80            11      82 19.4
52            1     101            50            15      36 24.2
53            5      88            66            21      23 24.4
54            8     176            90            34     300 33.7
55            7     150            66            42     342 34.7
56            1      73            50            10       0 23.0
57            7     187            68            39     304 37.7
58            0     100            88            60     110 46.8
59            0     146            82             0       0 40.5
60            0     105            64            41     142 41.5
61            2      84             0             0       0  0.0
62            8     133            72             0       0 32.9
63            5      44            62             0       0 25.0
64            2     141            58            34     128 25.4
65            7     114            66             0       0 32.8
66            5      99            74            27       0 29.0
67            0     109            88            30       0 32.5
68            2     109            92             0       0 42.7
69            1      95            66            13      38 19.6
70            4     146            85            27     100 28.9
71            2     100            66            20      90 32.9
72            5     139            64            35     140 28.6
73           13     126            90             0       0 43.4
74            4     129            86            20     270 35.1
75            1      79            75            30       0 32.0
76            1       0            48            20       0 24.7
77            7      62            78             0       0 32.6
78            5      95            72            33       0 37.7
79            0     131             0             0       0 43.2
80            2     112            66            22       0 25.0
81            3     113            44            13       0 22.4
82            2      74             0             0       0  0.0
83            7      83            78            26      71 29.3
84            0     101            65            28       0 24.6
85            5     137           108             0       0 48.8
86            2     110            74            29     125 32.4
87           13     106            72            54       0 36.6
88            2     100            68            25      71 38.5
89           15     136            70            32     110 37.1
90            1     107            68            19       0 26.5
91            1      80            55             0       0 19.1
92            4     123            80            15     176 32.0
93            7      81            78            40      48 46.7
94            4     134            72             0       0 23.8
95            2     142            82            18      64 24.7
96            6     144            72            27     228 33.9
97            2      92            62            28       0 31.6
98            1      71            48            18      76 20.4
99            6      93            50            30      64 28.7
100           1     122            90            51     220 49.7
101           1     163            72             0       0 39.0
102           1     151            60             0       0 26.1
103           0     125            96             0       0 22.5
104           1      81            72            18      40 26.6
105           2      85            65             0       0 39.6
106           1     126            56            29     152 28.7
107           1      96           122             0       0 22.4
108           4     144            58            28     140 29.5
109           3      83            58            31      18 34.3
110           0      95            85            25      36 37.4
111           3     171            72            33     135 33.3
112           8     155            62            26     495 34.0
113           1      89            76            34      37 31.2
114           4      76            62             0       0 34.0
115           7     160            54            32     175 30.5
116           4     146            92             0       0 31.2
117           5     124            74             0       0 34.0
118           5      78            48             0       0 33.7
119           4      97            60            23       0 28.2
120           4      99            76            15      51 23.2
121           0     162            76            56     100 53.2
122           6     111            64            39       0 34.2
123           2     107            74            30     100 33.6
124           5     132            80             0       0 26.8
125           0     113            76             0       0 33.3
126           1      88            30            42      99 55.0
127           3     120            70            30     135 42.9
128           1     118            58            36      94 33.3
129           1     117            88            24     145 34.5
130           0     105            84             0       0 27.9
131           4     173            70            14     168 29.7
132           9     122            56             0       0 33.3
133           3     170            64            37     225 34.5
134           8      84            74            31       0 38.3
135           2      96            68            13      49 21.1
136           2     125            60            20     140 33.8
137           0     100            70            26      50 30.8
138           0      93            60            25      92 28.7
139           0     129            80             0       0 31.2
140           5     105            72            29     325 36.9
141           3     128            78             0       0 21.1
142           5     106            82            30       0 39.5
143           2     108            52            26      63 32.5
144          10     108            66             0       0 32.4
145           4     154            62            31     284 32.8
146           0     102            75            23       0  0.0
147           9      57            80            37       0 32.8
148           2     106            64            35     119 30.5
149           5     147            78             0       0 33.7
150           2      90            70            17       0 27.3
151           1     136            74            50     204 37.4
152           4     114            65             0       0 21.9
153           9     156            86            28     155 34.3
154           1     153            82            42     485 40.6
155           8     188            78             0       0 47.9
156           7     152            88            44       0 50.0
157           2      99            52            15      94 24.6
158           1     109            56            21     135 25.2
159           2      88            74            19      53 29.0
160          17     163            72            41     114 40.9
161           4     151            90            38       0 29.7
162           7     102            74            40     105 37.2
163           0     114            80            34     285 44.2
164           2     100            64            23       0 29.7
165           0     131            88             0       0 31.6
166           6     104            74            18     156 29.9
167           3     148            66            25       0 32.5
168           4     120            68             0       0 29.6
169           4     110            66             0       0 31.9
170           3     111            90            12      78 28.4
171           6     102            82             0       0 30.8
172           6     134            70            23     130 35.4
173           2      87             0            23       0 28.9
174           1      79            60            42      48 43.5
175           2      75            64            24      55 29.7
176           8     179            72            42     130 32.7
177           6      85            78             0       0 31.2
178           0     129           110            46     130 67.1
179           5     143            78             0       0 45.0
180           5     130            82             0       0 39.1
181           6      87            80             0       0 23.2
182           0     119            64            18      92 34.9
183           1       0            74            20      23 27.7
184           5      73            60             0       0 26.8
185           4     141            74             0       0 27.6
186           7     194            68            28       0 35.9
187           8     181            68            36     495 30.1
188           1     128            98            41      58 32.0
189           8     109            76            39     114 27.9
190           5     139            80            35     160 31.6
191           3     111            62             0       0 22.6
192           9     123            70            44      94 33.1
193           7     159            66             0       0 30.4
194          11     135             0             0       0 52.3
195           8      85            55            20       0 24.4
196           5     158            84            41     210 39.4
197           1     105            58             0       0 24.3
198           3     107            62            13      48 22.9
199           4     109            64            44      99 34.8
200           4     148            60            27     318 30.9
201           0     113            80            16       0 31.0
202           1     138            82             0       0 40.1
203           0     108            68            20       0 27.3
204           2      99            70            16      44 20.4
205           6     103            72            32     190 37.7
206           5     111            72            28       0 23.9
207           8     196            76            29     280 37.5
208           5     162           104             0       0 37.7
209           1      96            64            27      87 33.2
210           7     184            84            33       0 35.5
211           2      81            60            22       0 27.7
212           0     147            85            54       0 42.8
213           7     179            95            31       0 34.2
214           0     140            65            26     130 42.6
215           9     112            82            32     175 34.2
216          12     151            70            40     271 41.8
217           5     109            62            41     129 35.8
218           6     125            68            30     120 30.0
219           5      85            74            22       0 29.0
220           5     112            66             0       0 37.8
221           0     177            60            29     478 34.6
222           2     158            90             0       0 31.6
223           7     119             0             0       0 25.2
224           7     142            60            33     190 28.8
225           1     100            66            15      56 23.6
226           1      87            78            27      32 34.6
227           0     101            76             0       0 35.7
228           3     162            52            38       0 37.2
229           4     197            70            39     744 36.7
230           0     117            80            31      53 45.2
231           4     142            86             0       0 44.0
232           6     134            80            37     370 46.2
233           1      79            80            25      37 25.4
234           4     122            68             0       0 35.0
235           3      74            68            28      45 29.7
236           4     171            72             0       0 43.6
237           7     181            84            21     192 35.9
238           0     179            90            27       0 44.1
239           9     164            84            21       0 30.8
240           0     104            76             0       0 18.4
241           1      91            64            24       0 29.2
242           4      91            70            32      88 33.1
243           3     139            54             0       0 25.6
244           6     119            50            22     176 27.1
245           2     146            76            35     194 38.2
246           9     184            85            15       0 30.0
247          10     122            68             0       0 31.2
248           0     165            90            33     680 52.3
249           9     124            70            33     402 35.4
250           1     111            86            19       0 30.1
251           9     106            52             0       0 31.2
252           2     129            84             0       0 28.0
253           2      90            80            14      55 24.4
254           0      86            68            32       0 35.8
255          12      92            62             7     258 27.6
256           1     113            64            35       0 33.6
257           3     111            56            39       0 30.1
258           2     114            68            22       0 28.7
259           1     193            50            16     375 25.9
260          11     155            76            28     150 33.3
261           3     191            68            15     130 30.9
262           3     141             0             0       0 30.0
263           4      95            70            32       0 32.1
264           3     142            80            15       0 32.4
265           4     123            62             0       0 32.0
266           5      96            74            18      67 33.6
267           0     138             0             0       0 36.3
268           2     128            64            42       0 40.0
269           0     102            52             0       0 25.1
270           2     146             0             0       0 27.5
271          10     101            86            37       0 45.6
272           2     108            62            32      56 25.2
273           3     122            78             0       0 23.0
274           1      71            78            50      45 33.2
275          13     106            70             0       0 34.2
276           2     100            70            52      57 40.5
277           7     106            60            24       0 26.5
278           0     104            64            23     116 27.8
279           5     114            74             0       0 24.9
280           2     108            62            10     278 25.3
281           0     146            70             0       0 37.9
282          10     129            76            28     122 35.9
283           7     133            88            15     155 32.4
284           7     161            86             0       0 30.4
285           2     108            80             0       0 27.0
286           7     136            74            26     135 26.0
287           5     155            84            44     545 38.7
288           1     119            86            39     220 45.6
289           4      96            56            17      49 20.8
290           5     108            72            43      75 36.1
291           0      78            88            29      40 36.9
292           0     107            62            30      74 36.6
293           2     128            78            37     182 43.3
294           1     128            48            45     194 40.5
295           0     161            50             0       0 21.9
296           6     151            62            31     120 35.5
297           2     146            70            38     360 28.0
298           0     126            84            29     215 30.7
299          14     100            78            25     184 36.6
300           8     112            72             0       0 23.6
301           0     167             0             0       0 32.3
302           2     144            58            33     135 31.6
303           5      77            82            41      42 35.8
304           5     115            98             0       0 52.9
305           3     150            76             0       0 21.0
306           2     120            76            37     105 39.7
307          10     161            68            23     132 25.5
308           0     137            68            14     148 24.8
309           0     128            68            19     180 30.5
310           2     124            68            28     205 32.9
311           6      80            66            30       0 26.2
312           0     106            70            37     148 39.4
313           2     155            74            17      96 26.6
314           3     113            50            10      85 29.5
315           7     109            80            31       0 35.9
316           2     112            68            22      94 34.1
317           3      99            80            11      64 19.3
318           3     182            74             0       0 30.5
319           3     115            66            39     140 38.1
320           6     194            78             0       0 23.5
321           4     129            60            12     231 27.5
322           3     112            74            30       0 31.6
323           0     124            70            20       0 27.4
324          13     152            90            33      29 26.8
325           2     112            75            32       0 35.7
326           1     157            72            21     168 25.6
327           1     122            64            32     156 35.1
328          10     179            70             0       0 35.1
329           2     102            86            36     120 45.5
330           6     105            70            32      68 30.8
331           8     118            72            19       0 23.1
332           2      87            58            16      52 32.7
333           1     180             0             0       0 43.3
334          12     106            80             0       0 23.6
335           1      95            60            18      58 23.9
336           0     165            76            43     255 47.9
337           0     117             0             0       0 33.8
338           5     115            76             0       0 31.2
339           9     152            78            34     171 34.2
340           7     178            84             0       0 39.9
341           1     130            70            13     105 25.9
342           1      95            74            21      73 25.9
343           1       0            68            35       0 32.0
344           5     122            86             0       0 34.7
345           8      95            72             0       0 36.8
346           8     126            88            36     108 38.5
347           1     139            46            19      83 28.7
348           3     116             0             0       0 23.5
349           3      99            62            19      74 21.8
350           5       0            80            32       0 41.0
351           4      92            80             0       0 42.2
352           4     137            84             0       0 31.2
353           3      61            82            28       0 34.4
354           1      90            62            12      43 27.2
355           3      90            78             0       0 42.7
356           9     165            88             0       0 30.4
357           1     125            50            40     167 33.3
358          13     129             0            30       0 39.9
359          12      88            74            40      54 35.3
360           1     196            76            36     249 36.5
361           5     189            64            33     325 31.2
362           5     158            70             0       0 29.8
363           5     103           108            37       0 39.2
364           4     146            78             0       0 38.5
365           4     147            74            25     293 34.9
366           5      99            54            28      83 34.0
367           6     124            72             0       0 27.6
368           0     101            64            17       0 21.0
369           3      81            86            16      66 27.5
370           1     133           102            28     140 32.8
371           3     173            82            48     465 38.4
372           0     118            64            23      89  0.0
373           0      84            64            22      66 35.8
374           2     105            58            40      94 34.9
375           2     122            52            43     158 36.2
376          12     140            82            43     325 39.2
377           0      98            82            15      84 25.2
378           1      87            60            37      75 37.2
379           4     156            75             0       0 48.3
380           0      93           100            39      72 43.4
381           1     107            72            30      82 30.8
382           0     105            68            22       0 20.0
383           1     109            60             8     182 25.4
384           1      90            62            18      59 25.1
385           1     125            70            24     110 24.3
386           1     119            54            13      50 22.3
387           5     116            74            29       0 32.3
388           8     105           100            36       0 43.3
389           5     144            82            26     285 32.0
390           3     100            68            23      81 31.6
391           1     100            66            29     196 32.0
392           5     166            76             0       0 45.7
393           1     131            64            14     415 23.7
394           4     116            72            12      87 22.1
395           4     158            78             0       0 32.9
396           2     127            58            24     275 27.7
397           3      96            56            34     115 24.7
398           0     131            66            40       0 34.3
399           3      82            70             0       0 21.1
400           3     193            70            31       0 34.9
401           4      95            64             0       0 32.0
402           6     137            61             0       0 24.2
403           5     136            84            41      88 35.0
404           9      72            78            25       0 31.6
405           5     168            64             0       0 32.9
406           2     123            48            32     165 42.1
407           4     115            72             0       0 28.9
408           0     101            62             0       0 21.9
409           8     197            74             0       0 25.9
410           1     172            68            49     579 42.4
411           6     102            90            39       0 35.7
412           1     112            72            30     176 34.4
413           1     143            84            23     310 42.4
414           1     143            74            22      61 26.2
415           0     138            60            35     167 34.6
416           3     173            84            33     474 35.7
417           1      97            68            21       0 27.2
418           4     144            82            32       0 38.5
419           1      83            68             0       0 18.2
420           3     129            64            29     115 26.4
421           1     119            88            41     170 45.3
422           2      94            68            18      76 26.0
423           0     102            64            46      78 40.6
424           2     115            64            22       0 30.8
425           8     151            78            32     210 42.9
426           4     184            78            39     277 37.0
427           0      94             0             0       0  0.0
428           1     181            64            30     180 34.1
429           0     135            94            46     145 40.6
430           1      95            82            25     180 35.0
431           2      99             0             0       0 22.2
432           3      89            74            16      85 30.4
433           1      80            74            11      60 30.0
434           2     139            75             0       0 25.6
435           1      90            68             8       0 24.5
436           0     141             0             0       0 42.4
437          12     140            85            33       0 37.4
438           5     147            75             0       0 29.9
439           1      97            70            15       0 18.2
440           6     107            88             0       0 36.8
441           0     189           104            25       0 34.3
442           2      83            66            23      50 32.2
443           4     117            64            27     120 33.2
444           8     108            70             0       0 30.5
445           4     117            62            12       0 29.7
446           0     180            78            63      14 59.4
447           1     100            72            12      70 25.3
448           0      95            80            45      92 36.5
449           0     104            64            37      64 33.6
450           0     120            74            18      63 30.5
451           1      82            64            13      95 21.2
452           2     134            70             0       0 28.9
453           0      91            68            32     210 39.9
454           2     119             0             0       0 19.6
455           2     100            54            28     105 37.8
456          14     175            62            30       0 33.6
457           1     135            54             0       0 26.7
458           5      86            68            28      71 30.2
459          10     148            84            48     237 37.6
460           9     134            74            33      60 25.9
461           9     120            72            22      56 20.8
462           1      71            62             0       0 21.8
463           8      74            70            40      49 35.3
464           5      88            78            30       0 27.6
465          10     115            98             0       0 24.0
466           0     124            56            13     105 21.8
467           0      74            52            10      36 27.8
468           0      97            64            36     100 36.8
469           8     120             0             0       0 30.0
470           6     154            78            41     140 46.1
471           1     144            82            40       0 41.3
472           0     137            70            38       0 33.2
473           0     119            66            27       0 38.8
474           7     136            90             0       0 29.9
475           4     114            64             0       0 28.9
476           0     137            84            27       0 27.3
477           2     105            80            45     191 33.7
478           7     114            76            17     110 23.8
479           8     126            74            38      75 25.9
480           4     132            86            31       0 28.0
481           3     158            70            30     328 35.5
482           0     123            88            37       0 35.2
483           4      85            58            22      49 27.8
484           0      84            82            31     125 38.2
485           0     145             0             0       0 44.2
486           0     135            68            42     250 42.3
487           1     139            62            41     480 40.7
488           0     173            78            32     265 46.5
489           4      99            72            17       0 25.6
490           8     194            80             0       0 26.1
491           2      83            65            28      66 36.8
492           2      89            90            30       0 33.5
493           4      99            68            38       0 32.8
494           4     125            70            18     122 28.9
495           3      80             0             0       0  0.0
496           6     166            74             0       0 26.6
497           5     110            68             0       0 26.0
498           2      81            72            15      76 30.1
499           7     195            70            33     145 25.1
500           6     154            74            32     193 29.3
501           2     117            90            19      71 25.2
502           3      84            72            32       0 37.2
503           6       0            68            41       0 39.0
504           7      94            64            25      79 33.3
505           3      96            78            39       0 37.3
506          10      75            82             0       0 33.3
507           0     180            90            26      90 36.5
508           1     130            60            23     170 28.6
509           2      84            50            23      76 30.4
510           8     120            78             0       0 25.0
511          12      84            72            31       0 29.7
512           0     139            62            17     210 22.1
513           9      91            68             0       0 24.2
514           2      91            62             0       0 27.3
515           3      99            54            19      86 25.6
516           3     163            70            18     105 31.6
517           9     145            88            34     165 30.3
518           7     125            86             0       0 37.6
519          13      76            60             0       0 32.8
520           6     129            90             7     326 19.6
521           2      68            70            32      66 25.0
522           3     124            80            33     130 33.2
523           6     114             0             0       0  0.0
524           9     130            70             0       0 34.2
525           3     125            58             0       0 31.6
526           3      87            60            18       0 21.8
527           1      97            64            19      82 18.2
528           3     116            74            15     105 26.3
529           0     117            66            31     188 30.8
530           0     111            65             0       0 24.6
531           2     122            60            18     106 29.8
532           0     107            76             0       0 45.3
533           1      86            66            52      65 41.3
534           6      91             0             0       0 29.8
535           1      77            56            30      56 33.3
536           4     132             0             0       0 32.9
537           0     105            90             0       0 29.6
538           0      57            60             0       0 21.7
539           0     127            80            37     210 36.3
540           3     129            92            49     155 36.4
541           8     100            74            40     215 39.4
542           3     128            72            25     190 32.4
543          10      90            85            32       0 34.9
544           4      84            90            23      56 39.5
545           1      88            78            29      76 32.0
546           8     186            90            35     225 34.5
547           5     187            76            27     207 43.6
548           4     131            68            21     166 33.1
549           1     164            82            43      67 32.8
550           4     189           110            31       0 28.5
551           1     116            70            28       0 27.4
552           3      84            68            30     106 31.9
553           6     114            88             0       0 27.8
554           1      88            62            24      44 29.9
555           1      84            64            23     115 36.9
556           7     124            70            33     215 25.5
557           1      97            70            40       0 38.1
558           8     110            76             0       0 27.8
559          11     103            68            40       0 46.2
560          11      85            74             0       0 30.1
561           6     125            76             0       0 33.8
562           0     198            66            32     274 41.3
563           1      87            68            34      77 37.6
564           6      99            60            19      54 26.9
565           0      91            80             0       0 32.4
566           2      95            54            14      88 26.1
567           1      99            72            30      18 38.6
568           6      92            62            32     126 32.0
569           4     154            72            29     126 31.3
570           0     121            66            30     165 34.3
571           3      78            70             0       0 32.5
572           2     130            96             0       0 22.6
573           3     111            58            31      44 29.5
574           2      98            60            17     120 34.7
575           1     143            86            30     330 30.1
576           1     119            44            47      63 35.5
577           6     108            44            20     130 24.0
578           2     118            80             0       0 42.9
579          10     133            68             0       0 27.0
580           2     197            70            99       0 34.7
581           0     151            90            46       0 42.1
582           6     109            60            27       0 25.0
583          12     121            78            17       0 26.5
584           8     100            76             0       0 38.7
585           8     124            76            24     600 28.7
586           1      93            56            11       0 22.5
587           8     143            66             0       0 34.9
588           6     103            66             0       0 24.3
589           3     176            86            27     156 33.3
590           0      73             0             0       0 21.1
591          11     111            84            40       0 46.8
592           2     112            78            50     140 39.4
593           3     132            80             0       0 34.4
594           2      82            52            22     115 28.5
595           6     123            72            45     230 33.6
596           0     188            82            14     185 32.0
597           0      67            76             0       0 45.3
598           1      89            24            19      25 27.8
599           1     173            74             0       0 36.8
600           1     109            38            18     120 23.1
601           1     108            88            19       0 27.1
602           6      96             0             0       0 23.7
603           1     124            74            36       0 27.8
604           7     150            78            29     126 35.2
605           4     183             0             0       0 28.4
606           1     124            60            32       0 35.8
607           1     181            78            42     293 40.0
608           1      92            62            25      41 19.5
609           0     152            82            39     272 41.5
610           1     111            62            13     182 24.0
611           3     106            54            21     158 30.9
612           3     174            58            22     194 32.9
613           7     168            88            42     321 38.2
614           6     105            80            28       0 32.5
615          11     138            74            26     144 36.1
616           3     106            72             0       0 25.8
617           6     117            96             0       0 28.7
618           2      68            62            13      15 20.1
619           9     112            82            24       0 28.2
620           0     119             0             0       0 32.4
621           2     112            86            42     160 38.4
622           2      92            76            20       0 24.2
623           6     183            94             0       0 40.8
624           0      94            70            27     115 43.5
625           2     108            64             0       0 30.8
626           4      90            88            47      54 37.7
627           0     125            68             0       0 24.7
628           0     132            78             0       0 32.4
629           5     128            80             0       0 34.6
630           4      94            65            22       0 24.7
631           7     114            64             0       0 27.4
632           0     102            78            40      90 34.5
633           2     111            60             0       0 26.2
634           1     128            82            17     183 27.5
635          10      92            62             0       0 25.9
636          13     104            72             0       0 31.2
637           5     104            74             0       0 28.8
638           2      94            76            18      66 31.6
639           7      97            76            32      91 40.9
640           1     100            74            12      46 19.5
641           0     102            86            17     105 29.3
642           4     128            70             0       0 34.3
643           6     147            80             0       0 29.5
644           4      90             0             0       0 28.0
645           3     103            72            30     152 27.6
646           2     157            74            35     440 39.4
647           1     167            74            17     144 23.4
648           0     179            50            36     159 37.8
649          11     136            84            35     130 28.3
650           0     107            60            25       0 26.4
651           1      91            54            25     100 25.2
652           1     117            60            23     106 33.8
653           5     123            74            40      77 34.1
654           2     120            54             0       0 26.8
655           1     106            70            28     135 34.2
656           2     155            52            27     540 38.7
657           2     101            58            35      90 21.8
658           1     120            80            48     200 38.9
659          11     127           106             0       0 39.0
660           3      80            82            31      70 34.2
661          10     162            84             0       0 27.7
662           1     199            76            43       0 42.9
663           8     167           106            46     231 37.6
664           9     145            80            46     130 37.9
665           6     115            60            39       0 33.7
666           1     112            80            45     132 34.8
667           4     145            82            18       0 32.5
668          10     111            70            27       0 27.5
669           6      98            58            33     190 34.0
670           9     154            78            30     100 30.9
671           6     165            68            26     168 33.6
672           1      99            58            10       0 25.4
673          10      68           106            23      49 35.5
674           3     123           100            35     240 57.3
675           8      91            82             0       0 35.6
676           6     195            70             0       0 30.9
677           9     156            86             0       0 24.8
678           0      93            60             0       0 35.3
679           3     121            52             0       0 36.0
680           2     101            58            17     265 24.2
681           2      56            56            28      45 24.2
682           0     162            76            36       0 49.6
683           0      95            64            39     105 44.6
684           4     125            80             0       0 32.3
685           5     136            82             0       0  0.0
686           2     129            74            26     205 33.2
687           3     130            64             0       0 23.1
688           1     107            50            19       0 28.3
689           1     140            74            26     180 24.1
690           1     144            82            46     180 46.1
691           8     107            80             0       0 24.6
692          13     158           114             0       0 42.3
693           2     121            70            32      95 39.1
694           7     129            68            49     125 38.5
695           2      90            60             0       0 23.5
696           7     142            90            24     480 30.4
697           3     169            74            19     125 29.9
698           0      99             0             0       0 25.0
699           4     127            88            11     155 34.5
700           4     118            70             0       0 44.5
701           2     122            76            27     200 35.9
702           6     125            78            31       0 27.6
703           1     168            88            29       0 35.0
704           2     129             0             0       0 38.5
705           4     110            76            20     100 28.4
706           6      80            80            36       0 39.8
707          10     115             0             0       0  0.0
708           2     127            46            21     335 34.4
709           9     164            78             0       0 32.8
710           2      93            64            32     160 38.0
711           3     158            64            13     387 31.2
712           5     126            78            27      22 29.6
713          10     129            62            36       0 41.2
714           0     134            58            20     291 26.4
715           3     102            74             0       0 29.5
716           7     187            50            33     392 33.9
717           3     173            78            39     185 33.8
718          10      94            72            18       0 23.1
719           1     108            60            46     178 35.5
720           5      97            76            27       0 35.6
721           4      83            86            19       0 29.3
722           1     114            66            36     200 38.1
723           1     149            68            29     127 29.3
724           5     117            86            30     105 39.1
725           1     111            94             0       0 32.8
726           4     112            78            40       0 39.4
727           1     116            78            29     180 36.1
728           0     141            84            26       0 32.4
729           2     175            88             0       0 22.9
730           2      92            52             0       0 30.1
731           3     130            78            23      79 28.4
732           8     120            86             0       0 28.4
733           2     174            88            37     120 44.5
734           2     106            56            27     165 29.0
735           2     105            75             0       0 23.3
736           4      95            60            32       0 35.4
737           0     126            86            27     120 27.4
738           8      65            72            23       0 32.0
739           2      99            60            17     160 36.6
740           1     102            74             0       0 39.5
741          11     120            80            37     150 42.3
742           3     102            44            20      94 30.8
743           1     109            58            18     116 28.5
744           9     140            94             0       0 32.7
745          13     153            88            37     140 40.6
746          12     100            84            33     105 30.0
747           1     147            94            41       0 49.3
748           1      81            74            41      57 46.3
749           3     187            70            22     200 36.4
750           6     162            62             0       0 24.3
751           4     136            70             0       0 31.2
752           1     121            78            39      74 39.0
753           3     108            62            24       0 26.0
754           0     181            88            44     510 43.3
755           8     154            78            32       0 32.4
756           1     128            88            39     110 36.5
757           7     137            90            41       0 32.0
758           0     123            72             0       0 36.3
759           1     106            76             0       0 37.5
760           6     190            92             0       0 35.5
761           2      88            58            26      16 28.4
762           9     170            74            31       0 44.0
763           9      89            62             0       0 22.5
764          10     101            76            48     180 32.9
765           2     122            70            27       0 36.8
766           5     121            72            23     112 26.2
767           1     126            60             0       0 30.1
768           1      93            70            31       0 30.4
    DiabetesPedigreeFunction Age Class            0            1
1                      0.627  50     1 3.306461e-01 0.6693539035
2                      0.351  31     0 9.804448e-01 0.0195552134
3                      0.672  32     1 1.999896e-01 0.8000103813
4                      0.167  21     0 9.867576e-01 0.0132424427
5                      2.288  33     1 2.168575e-04 0.9997831425
6                      0.201  30     0 9.463372e-01 0.0536627534
7                      0.248  26     1 9.741464e-01 0.0258536438
8                      0.134  29     0 2.758886e-01 0.7241113904
9                      0.158  53     1 8.556686e-05 0.9999144331
10                     0.232  54     1 9.765039e-01 0.0234961459
11                     0.191  30     0 8.591760e-01 0.1408240084
12                     0.537  34     1 8.324287e-02 0.9167571343
13                     1.441  57     0 2.581126e-02 0.9741887439
14                     0.398  59     1 1.069961e-08 0.9999999893
15                     0.587  51     1 2.928759e-01 0.7071240671
16                     0.484  32     1 6.427233e-01 0.3572766899
17                     0.551  31     1 4.061867e-01 0.5938132748
18                     0.254  31     1 9.070977e-01 0.0929023470
19                     0.183  33     0 7.965924e-01 0.2034075511
20                     0.529  32     1 8.908777e-01 0.1091222901
21                     0.704  27     0 4.222865e-01 0.5777135021
22                     0.388  50     0 6.785393e-01 0.3214607215
23                     0.451  41     1 1.940392e-02 0.9805960819
24                     0.263  29     1 7.685438e-01 0.2314562065
25                     0.254  51     1 6.939493e-02 0.9306050737
26                     0.205  41     1 5.239746e-01 0.4760253731
27                     0.257  43     1 3.465150e-01 0.6534850265
28                     0.487  22     0 9.864923e-01 0.0135076891
29                     0.245  57     0 1.522035e-01 0.8477965240
30                     0.337  38     0 7.866411e-01 0.2133588742
31                     0.546  60     0 7.045024e-01 0.2954976322
32                     0.851  28     1 2.194530e-01 0.7805469680
33                     0.267  22     0 9.901082e-01 0.0098918054
34                     0.188  28     0 9.760833e-01 0.0239167384
35                     0.512  45     0 5.356200e-01 0.4643799666
36                     0.966  33     0 8.415905e-01 0.1584094739
37                     0.420  35     0 3.098204e-01 0.6901796316
38                     0.665  46     1 5.599122e-01 0.4400877899
39                     0.503  27     1 9.204538e-01 0.0795461746
40                     1.390  56     1 5.377683e-02 0.9462231709
41                     0.271  26     0 3.858252e-01 0.6141748237
42                     0.696  37     0 3.983007e-01 0.6016992551
43                     0.235  48     0 8.882164e-01 0.1117836262
44                     0.721  54     1 3.306329e-03 0.9966936709
45                     0.294  40     0 4.920523e-01 0.5079476806
46                     1.893  25     1 1.061234e-03 0.9989387659
47                     0.564  29     0 8.180199e-01 0.1819800714
48                     0.586  22     0 9.852703e-01 0.0147296596
49                     0.344  31     1 8.211086e-01 0.1788913547
50                     0.305  24     0 9.908925e-01 0.0091075314
51                     0.491  22     0 9.902880e-01 0.0097120387
52                     0.526  26     0 9.825547e-01 0.0174452959
53                     0.342  30     0 9.797855e-01 0.0202144908
54                     0.467  58     1 8.278264e-03 0.9917217362
55                     0.718  42     0 2.841454e-02 0.9715854585
56                     0.248  21     0 9.941866e-01 0.0058133673
57                     0.254  41     1 8.494687e-03 0.9915053131
58                     0.962  31     0 3.217182e-01 0.6782818475
59                     1.781  44     0 7.796269e-03 0.9922037315
60                     0.173  22     0 8.942861e-01 0.1057139344
61                     0.304  21     0 9.978482e-01 0.0021518487
62                     0.270  39     1 6.086084e-01 0.3913915926
63                     0.587  36     0 9.733584e-01 0.0266415802
64                     0.699  24     0 8.618436e-01 0.1381564189
65                     0.258  42     1 7.944307e-01 0.2055693027
66                     0.203  32     0 9.498942e-01 0.0501058322
67                     0.855  38     1 7.953584e-01 0.2046416481
68                     0.845  54     0 4.886693e-01 0.5113306779
69                     0.334  25     0 9.930316e-01 0.0069684449
70                     0.189  27     0 8.008865e-01 0.1991135350
71                     0.867  28     1 9.151258e-01 0.0848741709
72                     0.411  26     0 8.098231e-01 0.1901769271
73                     0.583  42     1 6.215051e-02 0.9378494874
74                     0.231  23     0 6.475587e-01 0.3524412798
75                     0.396  22     0 9.795969e-01 0.0204031445
76                     0.140  22     0 9.890473e-01 0.0109526592
77                     0.391  41     0 9.072166e-01 0.0927833667
78                     0.370  27     0 9.159599e-01 0.0840401156
79                     0.270  26     1 4.499661e-01 0.5500339356
80                     0.307  24     0 9.792141e-01 0.0207859411
81                     0.140  22     0 9.828160e-01 0.0171840053
82                     0.102  22     0 9.980389e-01 0.0019611445
83                     0.767  36     0 8.803046e-01 0.1196954337
84                     0.237  22     0 9.866655e-01 0.0133344863
85                     0.227  37     1 2.766088e-01 0.7233911657
86                     0.698  27     0 9.056365e-01 0.0943635158
87                     0.178  45     0 1.158952e-01 0.8841048185
88                     0.324  26     0 9.446098e-01 0.0553901879
89                     0.153  43     1 3.335828e-02 0.9666417230
90                     0.165  24     0 9.807073e-01 0.0192926906
91                     0.258  21     0 9.955035e-01 0.0044965416
92                     0.443  34     0 8.105317e-01 0.1894682790
93                     0.261  42     0 6.769781e-01 0.3230218671
94                     0.277  60     1 8.142094e-01 0.1857905784
95                     0.761  21     0 8.982097e-01 0.1017902695
96                     0.255  40     0 3.653038e-01 0.6346962421
97                     0.130  24     0 9.753939e-01 0.0246060880
98                     0.323  22     0 9.952054e-01 0.0047946440
99                     0.356  23     0 9.646206e-01 0.0353794189
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101                    1.222  33     1 1.025205e-01 0.8974794694
102                    0.179  22     0 9.042384e-01 0.0957616433
103                    0.262  21     0 9.645760e-01 0.0354240037
104                    0.283  24     0 9.892095e-01 0.0107904572
105                    0.930  27     0 8.816578e-01 0.1183421636
106                    0.801  21     0 8.924671e-01 0.1075329249
107                    0.207  27     0 9.412434e-01 0.0587566419
108                    0.287  37     0 7.285089e-01 0.2714910907
109                    0.336  25     0 9.684777e-01 0.0315222763
110                    0.247  24     1 9.538869e-01 0.0461131308
111                    0.199  24     1 4.623034e-01 0.5376965666
112                    0.543  46     1 1.719815e-03 0.9982801852
113                    0.192  23     0 9.757829e-01 0.0242171279
114                    0.391  25     0 9.697982e-01 0.0302017665
115                    0.588  39     1 2.337701e-01 0.7662299126
116                    0.539  61     1 4.074069e-01 0.5925931163
117                    0.220  38     1 8.080877e-01 0.1919122668
118                    0.654  25     0 9.475979e-01 0.0524020550
119                    0.443  22     0 9.775331e-01 0.0224669344
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121                    0.759  25     1 9.239914e-02 0.9076008592
122                    0.260  24     0 8.921418e-01 0.1078581858
123                    0.404  23     0 9.497797e-01 0.0502203112
124                    0.186  69     0 7.011828e-01 0.2988172320
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126                    0.496  26     1 7.517963e-01 0.2482037139
127                    0.452  30     0 7.710440e-01 0.2289560358
128                    0.261  23     0 9.341694e-01 0.0658305653
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130                    0.741  62     1 8.278644e-01 0.1721355650
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134                    0.457  39     0 7.789279e-01 0.2210721197
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141                    0.268  55     0 8.985764e-01 0.1014235618
142                    0.286  38     0 8.048855e-01 0.1951145207
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145                    0.237  23     0 3.954186e-01 0.6045813773
146                    0.572  21     0 9.992866e-01 0.0007133928
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150                    0.085  22     0 9.868596e-01 0.0131403637
151                    0.399  24     0 5.676740e-01 0.4323260393
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154                    0.687  23     0 5.333988e-03 0.9946660120
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156                    0.337  36     1 1.203134e-01 0.8796865668
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160                    0.817  47     1 6.366036e-04 0.9993633964
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162                    0.204  45     0 6.809419e-01 0.3190580789
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164                    0.368  21     0 9.796228e-01 0.0203771792
165                    0.743  32     1 7.764314e-01 0.2235685681
166                    0.722  41     1 8.010784e-01 0.1989215654
167                    0.256  22     0 8.450528e-01 0.1549471853
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229                    2.329  31     0 3.531627e-11 1.0000000000
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651                    0.234  23     0 9.876082e-01 0.0123918493
652                    0.466  27     0 9.267961e-01 0.0732039179
653                    0.269  28     0 8.298124e-01 0.1701875837
654                    0.455  27     0 9.545891e-01 0.0454108631
655                    0.142  22     0 9.533628e-01 0.0466371555
656                    0.240  25     1 3.448204e-03 0.9965517959
657                    0.155  22     0 9.871674e-01 0.0128326406
658                    1.162  41     0 1.541939e-01 0.8458060920
659                    0.190  51     0 1.084033e-01 0.8915967083
660                    1.292  27     1 7.088154e-01 0.2911845877
661                    0.182  54     0 1.372683e-01 0.8627316792
662                    1.394  22     1 4.299965e-03 0.9957000346
663                    0.165  43     1 1.600960e-02 0.9839904030
664                    0.637  40     1 1.122907e-01 0.8877092817
665                    0.245  40     1 7.791064e-01 0.2208935641
666                    0.217  24     0 8.876658e-01 0.1123342005
667                    0.235  70     1 4.910700e-01 0.5089300302
668                    0.141  40     1 7.414959e-01 0.2585040928
669                    0.430  43     0 7.552670e-01 0.2447329562
670                    0.164  45     0 2.493819e-01 0.7506181106
671                    0.631  49     0 1.469355e-01 0.8530644783
672                    0.551  21     0 9.855783e-01 0.0144217063
673                    0.285  47     0 5.531115e-01 0.4468884886
674                    0.880  22     0 1.788874e-01 0.8211125838
675                    0.587  68     0 5.846630e-01 0.4153369977
676                    0.328  31     1 1.156004e-01 0.8843996465
677                    0.230  53     1 2.920379e-01 0.7079620643
678                    0.263  25     0 9.663005e-01 0.0336994726
679                    0.127  25     1 9.090650e-01 0.0909350470
680                    0.614  23     0 9.405539e-01 0.0594461274
681                    0.332  22     0 9.932106e-01 0.0067894472
682                    0.364  26     1 3.332022e-01 0.6667977578
683                    0.366  22     0 9.150266e-01 0.0849734437
684                    0.536  27     1 8.738350e-01 0.1261650052
685                    0.640  69     0 9.751379e-01 0.0248620824
686                    0.591  25     0 7.942438e-01 0.2057562039
687                    0.314  22     0 9.665770e-01 0.0334230093
688                    0.181  29     0 9.690011e-01 0.0309989452
689                    0.828  23     0 8.362161e-01 0.1637839379
690                    0.335  46     1 2.002540e-01 0.7997459674
691                    0.856  34     0 8.097772e-01 0.1902227626
692                    0.257  44     1 8.255640e-03 0.9917443600
693                    0.886  23     0 7.723900e-01 0.2276099649
694                    0.439  43     1 3.392606e-01 0.6607393873
695                    0.191  25     0 9.888229e-01 0.0111771244
696                    0.128  43     1 8.115748e-03 0.9918842516
697                    0.268  31     1 5.382056e-01 0.4617943921
698                    0.253  22     0 9.316647e-01 0.0683353484
699                    0.598  28     0 7.622499e-01 0.2377501252
700                    0.904  26     0 6.681084e-01 0.3318916345
701                    0.483  26     0 8.146422e-01 0.1853578320
702                    0.565  49     1 7.306957e-01 0.2693043259
703                    0.905  52     1 1.101190e-01 0.8898809861
704                    0.304  41     0 3.664107e-01 0.6335893418
705                    0.118  27     0 9.561859e-01 0.0438141166
706                    0.177  28     0 8.951550e-01 0.1048450037
707                    0.261  30     1 9.586224e-01 0.0413776433
708                    0.176  22     0 5.675293e-01 0.4324706874
709                    0.148  45     1 1.556343e-01 0.8443656762
710                    0.674  23     1 9.114007e-01 0.0885992808
711                    0.295  24     0 1.420263e-01 0.8579736836
712                    0.439  40     0 8.241546e-01 0.1758453655
713                    0.441  38     1 2.842134e-01 0.7157866297
714                    0.352  21     0 8.199773e-01 0.1800227149
715                    0.121  32     0 9.559362e-01 0.0440637607
716                    0.826  34     1 2.122254e-03 0.9978777456
717                    0.970  31     1 8.426504e-02 0.9157349628
718                    0.595  56     0 7.764684e-01 0.2235316461
719                    0.415  24     0 8.675610e-01 0.1324389537
720                    0.378  52     1 8.272138e-01 0.1727862437
721                    0.317  34     0 9.609107e-01 0.0390893298
722                    0.289  21     0 8.716536e-01 0.1283463697
723                    0.349  42     1 6.923776e-01 0.3076224275
724                    0.251  42     0 6.860981e-01 0.3139019274
725                    0.265  45     0 8.469850e-01 0.1530149710
726                    0.236  38     0 7.677918e-01 0.2322081813
727                    0.496  25     0 8.637832e-01 0.1362167796
728                    0.433  22     0 8.631804e-01 0.1368196260
729                    0.326  22     0 7.009670e-01 0.2990330208
730                    0.141  22     0 9.802587e-01 0.0197413068
731                    0.323  34     1 8.943047e-01 0.1056953362
732                    0.259  22     1 8.788158e-01 0.1211842108
733                    0.646  24     1 1.462629e-01 0.8537370929
734                    0.426  22     0 9.614252e-01 0.0385747607
735                    0.560  53     0 9.345824e-01 0.0654176034
736                    0.284  28     0 9.418977e-01 0.0581022588
737                    0.515  21     0 9.373250e-01 0.0626750212
738                    0.600  42     0 8.690488e-01 0.1309512066
739                    0.453  21     0 9.496321e-01 0.0503679418
740                    0.293  42     1 8.743290e-01 0.1256710381
741                    0.785  48     1 7.989167e-02 0.9201083330
742                    0.400  26     0 9.598218e-01 0.0401781733
743                    0.219  22     0 9.754311e-01 0.0245688679
744                    0.734  45     1 2.068560e-01 0.7931439906
745                    1.174  39     0 3.636697e-03 0.9963633029
746                    0.488  46     0 3.868886e-01 0.6131113517
747                    0.358  27     1 3.802277e-01 0.6197722800
748                    1.096  32     0 6.192889e-01 0.3807110797
749                    0.408  36     1 8.948006e-02 0.9105199394
750                    0.178  50     1 5.023843e-01 0.4976156611
751                    1.182  22     1 5.791008e-01 0.4208992366
752                    0.261  28     0 8.406846e-01 0.1593153648
753                    0.223  25     0 9.767577e-01 0.0232423295
754                    0.222  26     1 5.339465e-04 0.9994660535
755                    0.443  45     1 2.683162e-01 0.7316837877
756                    1.057  37     1 3.667284e-01 0.6332715930
757                    0.391  39     0 4.703583e-01 0.5296417163
758                    0.258  52     1 7.706796e-01 0.2293203893
759                    0.197  26     0 9.374011e-01 0.0625989081
760                    0.278  66     1 2.759621e-02 0.9724037925
761                    0.766  22     0 9.740227e-01 0.0259773311
762                    0.403  43     1 5.200954e-02 0.9479904624
763                    0.142  33     0 9.437127e-01 0.0562872962
764                    0.171  63     0 2.635541e-01 0.7364459487
765                    0.340  27     0 8.977289e-01 0.1022711458
766                    0.245  30     0 9.311224e-01 0.0688776326
767                    0.349  47     1 8.573681e-01 0.1426319348
768                    0.315  23     0 9.773230e-01 0.0226770430
[/C][/ROW] [/TABLE] Source: https://freestatistics.org/blog/index.php?pk=319247&T=1

Globally Unique Identifier (entire table): ba.freestatistics.org/blog/index.php?pk=319247&T=1

As an alternative you can also use a QR Code:  

The GUIDs for individual cells are displayed in the table below:

Naive Bayes Classifier
> naive_bayes_via_caret$results
   usekernel laplace adjust  Accuracy     Kappa AccuracySD    KappaSD
1      FALSE     0.0   0.75 0.7561088 0.4546178 0.02359142 0.04998632
2      FALSE     0.0   1.00 0.7561088 0.4546178 0.02359142 0.04998632
3      FALSE     0.0   1.25 0.7561088 0.4546178 0.02359142 0.04998632
4      FALSE     0.0   1.50 0.7561088 0.4546178 0.02359142 0.04998632
5      FALSE     0.0   1.75 0.7561088 0.4546178 0.02359142 0.04998632
6      FALSE     0.0   2.00 0.7561088 0.4546178 0.02359142 0.04998632
7      FALSE     0.0   2.25 0.7561088 0.4546178 0.02359142 0.04998632
8      FALSE     0.0   2.50 0.7561088 0.4546178 0.02359142 0.04998632
49      TRUE     0.0   0.75 0.7038570 0.2598568 0.02653502 0.06390995
50      TRUE     0.0   1.00 0.7095301 0.2791654 0.02532278 0.06257903
51      TRUE     0.0   1.25 0.7189918 0.3075751 0.02541970 0.05990997
52      TRUE     0.0   1.50 0.7234251 0.3213295 0.02706402 0.06351609
53      TRUE     0.0   1.75 0.7251445 0.3272227 0.02558471 0.06029674
54      TRUE     0.0   2.00 0.7244636 0.3263163 0.02280618 0.05175267
55      TRUE     0.0   2.25 0.7244205 0.3264729 0.02378712 0.05533308
56      TRUE     0.0   2.50 0.7244656 0.3285843 0.02412941 0.05516267
9      FALSE     0.5   0.75 0.7561088 0.4546178 0.02359142 0.04998632
10     FALSE     0.5   1.00 0.7561088 0.4546178 0.02359142 0.04998632
11     FALSE     0.5   1.25 0.7561088 0.4546178 0.02359142 0.04998632
12     FALSE     0.5   1.50 0.7561088 0.4546178 0.02359142 0.04998632
13     FALSE     0.5   1.75 0.7561088 0.4546178 0.02359142 0.04998632
14     FALSE     0.5   2.00 0.7561088 0.4546178 0.02359142 0.04998632
15     FALSE     0.5   2.25 0.7561088 0.4546178 0.02359142 0.04998632
16     FALSE     0.5   2.50 0.7561088 0.4546178 0.02359142 0.04998632
57      TRUE     0.5   0.75 0.7038570 0.2598568 0.02653502 0.06390995
58      TRUE     0.5   1.00 0.7095301 0.2791654 0.02532278 0.06257903
59      TRUE     0.5   1.25 0.7189918 0.3075751 0.02541970 0.05990997
60      TRUE     0.5   1.50 0.7234251 0.3213295 0.02706402 0.06351609
61      TRUE     0.5   1.75 0.7251445 0.3272227 0.02558471 0.06029674
62      TRUE     0.5   2.00 0.7244636 0.3263163 0.02280618 0.05175267
63      TRUE     0.5   2.25 0.7244205 0.3264729 0.02378712 0.05533308
64      TRUE     0.5   2.50 0.7244656 0.3285843 0.02412941 0.05516267
17     FALSE     1.0   0.75 0.7561088 0.4546178 0.02359142 0.04998632
18     FALSE     1.0   1.00 0.7561088 0.4546178 0.02359142 0.04998632
19     FALSE     1.0   1.25 0.7561088 0.4546178 0.02359142 0.04998632
20     FALSE     1.0   1.50 0.7561088 0.4546178 0.02359142 0.04998632
21     FALSE     1.0   1.75 0.7561088 0.4546178 0.02359142 0.04998632
22     FALSE     1.0   2.00 0.7561088 0.4546178 0.02359142 0.04998632
23     FALSE     1.0   2.25 0.7561088 0.4546178 0.02359142 0.04998632
24     FALSE     1.0   2.50 0.7561088 0.4546178 0.02359142 0.04998632
65      TRUE     1.0   0.75 0.7038570 0.2598568 0.02653502 0.06390995
66      TRUE     1.0   1.00 0.7095301 0.2791654 0.02532278 0.06257903
67      TRUE     1.0   1.25 0.7189918 0.3075751 0.02541970 0.05990997
68      TRUE     1.0   1.50 0.7234251 0.3213295 0.02706402 0.06351609
69      TRUE     1.0   1.75 0.7251445 0.3272227 0.02558471 0.06029674
70      TRUE     1.0   2.00 0.7244636 0.3263163 0.02280618 0.05175267
71      TRUE     1.0   2.25 0.7244205 0.3264729 0.02378712 0.05533308
72      TRUE     1.0   2.50 0.7244656 0.3285843 0.02412941 0.05516267
25     FALSE     2.0   0.75 0.7561088 0.4546178 0.02359142 0.04998632
26     FALSE     2.0   1.00 0.7561088 0.4546178 0.02359142 0.04998632
27     FALSE     2.0   1.25 0.7561088 0.4546178 0.02359142 0.04998632
28     FALSE     2.0   1.50 0.7561088 0.4546178 0.02359142 0.04998632
29     FALSE     2.0   1.75 0.7561088 0.4546178 0.02359142 0.04998632
30     FALSE     2.0   2.00 0.7561088 0.4546178 0.02359142 0.04998632
31     FALSE     2.0   2.25 0.7561088 0.4546178 0.02359142 0.04998632
32     FALSE     2.0   2.50 0.7561088 0.4546178 0.02359142 0.04998632
73      TRUE     2.0   0.75 0.7038570 0.2598568 0.02653502 0.06390995
74      TRUE     2.0   1.00 0.7095301 0.2791654 0.02532278 0.06257903
75      TRUE     2.0   1.25 0.7189918 0.3075751 0.02541970 0.05990997
76      TRUE     2.0   1.50 0.7234251 0.3213295 0.02706402 0.06351609
77      TRUE     2.0   1.75 0.7251445 0.3272227 0.02558471 0.06029674
78      TRUE     2.0   2.00 0.7244636 0.3263163 0.02280618 0.05175267
79      TRUE     2.0   2.25 0.7244205 0.3264729 0.02378712 0.05533308
80      TRUE     2.0   2.50 0.7244656 0.3285843 0.02412941 0.05516267
33     FALSE     3.0   0.75 0.7561088 0.4546178 0.02359142 0.04998632
34     FALSE     3.0   1.00 0.7561088 0.4546178 0.02359142 0.04998632
35     FALSE     3.0   1.25 0.7561088 0.4546178 0.02359142 0.04998632
36     FALSE     3.0   1.50 0.7561088 0.4546178 0.02359142 0.04998632
37     FALSE     3.0   1.75 0.7561088 0.4546178 0.02359142 0.04998632
38     FALSE     3.0   2.00 0.7561088 0.4546178 0.02359142 0.04998632
39     FALSE     3.0   2.25 0.7561088 0.4546178 0.02359142 0.04998632
40     FALSE     3.0   2.50 0.7561088 0.4546178 0.02359142 0.04998632
81      TRUE     3.0   0.75 0.7038570 0.2598568 0.02653502 0.06390995
82      TRUE     3.0   1.00 0.7095301 0.2791654 0.02532278 0.06257903
83      TRUE     3.0   1.25 0.7189918 0.3075751 0.02541970 0.05990997
84      TRUE     3.0   1.50 0.7234251 0.3213295 0.02706402 0.06351609
85      TRUE     3.0   1.75 0.7251445 0.3272227 0.02558471 0.06029674
86      TRUE     3.0   2.00 0.7244636 0.3263163 0.02280618 0.05175267
87      TRUE     3.0   2.25 0.7244205 0.3264729 0.02378712 0.05533308
88      TRUE     3.0   2.50 0.7244656 0.3285843 0.02412941 0.05516267
41     FALSE     4.0   0.75 0.7561088 0.4546178 0.02359142 0.04998632
42     FALSE     4.0   1.00 0.7561088 0.4546178 0.02359142 0.04998632
43     FALSE     4.0   1.25 0.7561088 0.4546178 0.02359142 0.04998632
44     FALSE     4.0   1.50 0.7561088 0.4546178 0.02359142 0.04998632
45     FALSE     4.0   1.75 0.7561088 0.4546178 0.02359142 0.04998632
46     FALSE     4.0   2.00 0.7561088 0.4546178 0.02359142 0.04998632
47     FALSE     4.0   2.25 0.7561088 0.4546178 0.02359142 0.04998632
48     FALSE     4.0   2.50 0.7561088 0.4546178 0.02359142 0.04998632
89      TRUE     4.0   0.75 0.7038570 0.2598568 0.02653502 0.06390995
90      TRUE     4.0   1.00 0.7095301 0.2791654 0.02532278 0.06257903
91      TRUE     4.0   1.25 0.7189918 0.3075751 0.02541970 0.05990997
92      TRUE     4.0   1.50 0.7234251 0.3213295 0.02706402 0.06351609
93      TRUE     4.0   1.75 0.7251445 0.3272227 0.02558471 0.06029674
94      TRUE     4.0   2.00 0.7244636 0.3263163 0.02280618 0.05175267
95      TRUE     4.0   2.25 0.7244205 0.3264729 0.02378712 0.05533308
96      TRUE     4.0   2.50 0.7244656 0.3285843 0.02412941 0.05516267
> naive_bayes_via_caret$finalModel$tuneValue
  laplace usekernel adjust
1       0     FALSE   0.75
> print.naive_bayes(naive_bayes_via_caret$finalModel)
================================== Naive Bayes ================================== 
 
 Call: 
naive_bayes.default(x = x, y = y, laplace = param$laplace, usekernel = FALSE, 
    usepoisson = TRUE, kernel = ..1, bw = "SJ")
--------------------------------------------------------------------------------- 
 
Laplace smoothing: 0
--------------------------------------------------------------------------------- 
 
 A priori probabilities: 
        0         1 
0.6510417 0.3489583 
--------------------------------------------------------------------------------- 
 
 Tables: 
--------------------------------------------------------------------------------- 
 ::: Pregnancies (Gaussian) 
--------------------------------------------------------------------------------- 
           
Pregnancies        0        1
       mean 3.298000 4.865672
       sd   3.017185 3.741239
--------------------------------------------------------------------------------- 
 ::: Glucose (Gaussian) 
--------------------------------------------------------------------------------- 
       
Glucose         0         1
   mean 109.98000 141.25746
   sd    26.14120  31.93962
--------------------------------------------------------------------------------- 
 ::: BloodPressure (Gaussian) 
--------------------------------------------------------------------------------- 
             
BloodPressure        0        1
         mean 68.18400 70.82463
         sd   18.06308 21.49181
--------------------------------------------------------------------------------- 
 ::: SkinThickness (Gaussian) 
--------------------------------------------------------------------------------- 
             
SkinThickness        0        1
         mean 19.66400 22.16418
         sd   14.88995 17.67971
--------------------------------------------------------------------------------- 
 ::: Insulin (Gaussian) 
--------------------------------------------------------------------------------- 
       
Insulin         0         1
   mean  68.79200 100.33582
   sd    98.86529 138.68912
--------------------------------------------------------------------------------- 
 ::: BMI (Gaussian) 
--------------------------------------------------------------------------------- 
      
BMI            0         1
  mean 30.304200 35.142537
  sd    7.689855  7.262967
--------------------------------------------------------------------------------- 
 ::: DiabetesPedigreeFunction (Gaussian) 
--------------------------------------------------------------------------------- 
                        
DiabetesPedigreeFunction         0         1
                    mean 0.4297340 0.5505000
                    sd   0.2990853 0.3723545
--------------------------------------------------------------------------------- 
 ::: Age (Gaussian) 
--------------------------------------------------------------------------------- 
      
Age           0        1
  mean 31.19000 37.06716
  sd   11.66765 10.96825
---------------------------------------------------------------------------------
> z
    Pregnancies Glucose BloodPressure SkinThickness Insulin  BMI
1             6     148            72            35       0 33.6
2             1      85            66            29       0 26.6
3             8     183            64             0       0 23.3
4             1      89            66            23      94 28.1
5             0     137            40            35     168 43.1
6             5     116            74             0       0 25.6
7             3      78            50            32      88 31.0
8            10     115             0             0       0 35.3
9             2     197            70            45     543 30.5
10            8     125            96             0       0  0.0
11            4     110            92             0       0 37.6
12           10     168            74             0       0 38.0
13           10     139            80             0       0 27.1
14            1     189            60            23     846 30.1
15            5     166            72            19     175 25.8
16            7     100             0             0       0 30.0
17            0     118            84            47     230 45.8
18            7     107            74             0       0 29.6
19            1     103            30            38      83 43.3
20            1     115            70            30      96 34.6
21            3     126            88            41     235 39.3
22            8      99            84             0       0 35.4
23            7     196            90             0       0 39.8
24            9     119            80            35       0 29.0
25           11     143            94            33     146 36.6
26           10     125            70            26     115 31.1
27            7     147            76             0       0 39.4
28            1      97            66            15     140 23.2
29           13     145            82            19     110 22.2
30            5     117            92             0       0 34.1
31            5     109            75            26       0 36.0
32            3     158            76            36     245 31.6
33            3      88            58            11      54 24.8
34            6      92            92             0       0 19.9
35           10     122            78            31       0 27.6
36            4     103            60            33     192 24.0
37           11     138            76             0       0 33.2
38            9     102            76            37       0 32.9
39            2      90            68            42       0 38.2
40            4     111            72            47     207 37.1
41            3     180            64            25      70 34.0
42            7     133            84             0       0 40.2
43            7     106            92            18       0 22.7
44            9     171           110            24     240 45.4
45            7     159            64             0       0 27.4
46            0     180            66            39       0 42.0
47            1     146            56             0       0 29.7
48            2      71            70            27       0 28.0
49            7     103            66            32       0 39.1
50            7     105             0             0       0  0.0
51            1     103            80            11      82 19.4
52            1     101            50            15      36 24.2
53            5      88            66            21      23 24.4
54            8     176            90            34     300 33.7
55            7     150            66            42     342 34.7
56            1      73            50            10       0 23.0
57            7     187            68            39     304 37.7
58            0     100            88            60     110 46.8
59            0     146            82             0       0 40.5
60            0     105            64            41     142 41.5
61            2      84             0             0       0  0.0
62            8     133            72             0       0 32.9
63            5      44            62             0       0 25.0
64            2     141            58            34     128 25.4
65            7     114            66             0       0 32.8
66            5      99            74            27       0 29.0
67            0     109            88            30       0 32.5
68            2     109            92             0       0 42.7
69            1      95            66            13      38 19.6
70            4     146            85            27     100 28.9
71            2     100            66            20      90 32.9
72            5     139            64            35     140 28.6
73           13     126            90             0       0 43.4
74            4     129            86            20     270 35.1
75            1      79            75            30       0 32.0
76            1       0            48            20       0 24.7
77            7      62            78             0       0 32.6
78            5      95            72            33       0 37.7
79            0     131             0             0       0 43.2
80            2     112            66            22       0 25.0
81            3     113            44            13       0 22.4
82            2      74             0             0       0  0.0
83            7      83            78            26      71 29.3
84            0     101            65            28       0 24.6
85            5     137           108             0       0 48.8
86            2     110            74            29     125 32.4
87           13     106            72            54       0 36.6
88            2     100            68            25      71 38.5
89           15     136            70            32     110 37.1
90            1     107            68            19       0 26.5
91            1      80            55             0       0 19.1
92            4     123            80            15     176 32.0
93            7      81            78            40      48 46.7
94            4     134            72             0       0 23.8
95            2     142            82            18      64 24.7
96            6     144            72            27     228 33.9
97            2      92            62            28       0 31.6
98            1      71            48            18      76 20.4
99            6      93            50            30      64 28.7
100           1     122            90            51     220 49.7
101           1     163            72             0       0 39.0
102           1     151            60             0       0 26.1
103           0     125            96             0       0 22.5
104           1      81            72            18      40 26.6
105           2      85            65             0       0 39.6
106           1     126            56            29     152 28.7
107           1      96           122             0       0 22.4
108           4     144            58            28     140 29.5
109           3      83            58            31      18 34.3
110           0      95            85            25      36 37.4
111           3     171            72            33     135 33.3
112           8     155            62            26     495 34.0
113           1      89            76            34      37 31.2
114           4      76            62             0       0 34.0
115           7     160            54            32     175 30.5
116           4     146            92             0       0 31.2
117           5     124            74             0       0 34.0
118           5      78            48             0       0 33.7
119           4      97            60            23       0 28.2
120           4      99            76            15      51 23.2
121           0     162            76            56     100 53.2
122           6     111            64            39       0 34.2
123           2     107            74            30     100 33.6
124           5     132            80             0       0 26.8
125           0     113            76             0       0 33.3
126           1      88            30            42      99 55.0
127           3     120            70            30     135 42.9
128           1     118            58            36      94 33.3
129           1     117            88            24     145 34.5
130           0     105            84             0       0 27.9
131           4     173            70            14     168 29.7
132           9     122            56             0       0 33.3
133           3     170            64            37     225 34.5
134           8      84            74            31       0 38.3
135           2      96            68            13      49 21.1
136           2     125            60            20     140 33.8
137           0     100            70            26      50 30.8
138           0      93            60            25      92 28.7
139           0     129            80             0       0 31.2
140           5     105            72            29     325 36.9
141           3     128            78             0       0 21.1
142           5     106            82            30       0 39.5
143           2     108            52            26      63 32.5
144          10     108            66             0       0 32.4
145           4     154            62            31     284 32.8
146           0     102            75            23       0  0.0
147           9      57            80            37       0 32.8
148           2     106            64            35     119 30.5
149           5     147            78             0       0 33.7
150           2      90            70            17       0 27.3
151           1     136            74            50     204 37.4
152           4     114            65             0       0 21.9
153           9     156            86            28     155 34.3
154           1     153            82            42     485 40.6
155           8     188            78             0       0 47.9
156           7     152            88            44       0 50.0
157           2      99            52            15      94 24.6
158           1     109            56            21     135 25.2
159           2      88            74            19      53 29.0
160          17     163            72            41     114 40.9
161           4     151            90            38       0 29.7
162           7     102            74            40     105 37.2
163           0     114            80            34     285 44.2
164           2     100            64            23       0 29.7
165           0     131            88             0       0 31.6
166           6     104            74            18     156 29.9
167           3     148            66            25       0 32.5
168           4     120            68             0       0 29.6
169           4     110            66             0       0 31.9
170           3     111            90            12      78 28.4
171           6     102            82             0       0 30.8
172           6     134            70            23     130 35.4
173           2      87             0            23       0 28.9
174           1      79            60            42      48 43.5
175           2      75            64            24      55 29.7
176           8     179            72            42     130 32.7
177           6      85            78             0       0 31.2
178           0     129           110            46     130 67.1
179           5     143            78             0       0 45.0
180           5     130            82             0       0 39.1
181           6      87            80             0       0 23.2
182           0     119            64            18      92 34.9
183           1       0            74            20      23 27.7
184           5      73            60             0       0 26.8
185           4     141            74             0       0 27.6
186           7     194            68            28       0 35.9
187           8     181            68            36     495 30.1
188           1     128            98            41      58 32.0
189           8     109            76            39     114 27.9
190           5     139            80            35     160 31.6
191           3     111            62             0       0 22.6
192           9     123            70            44      94 33.1
193           7     159            66             0       0 30.4
194          11     135             0             0       0 52.3
195           8      85            55            20       0 24.4
196           5     158            84            41     210 39.4
197           1     105            58             0       0 24.3
198           3     107            62            13      48 22.9
199           4     109            64            44      99 34.8
200           4     148            60            27     318 30.9
201           0     113            80            16       0 31.0
202           1     138            82             0       0 40.1
203           0     108            68            20       0 27.3
204           2      99            70            16      44 20.4
205           6     103            72            32     190 37.7
206           5     111            72            28       0 23.9
207           8     196            76            29     280 37.5
208           5     162           104             0       0 37.7
209           1      96            64            27      87 33.2
210           7     184            84            33       0 35.5
211           2      81            60            22       0 27.7
212           0     147            85            54       0 42.8
213           7     179            95            31       0 34.2
214           0     140            65            26     130 42.6
215           9     112            82            32     175 34.2
216          12     151            70            40     271 41.8
217           5     109            62            41     129 35.8
218           6     125            68            30     120 30.0
219           5      85            74            22       0 29.0
220           5     112            66             0       0 37.8
221           0     177            60            29     478 34.6
222           2     158            90             0       0 31.6
223           7     119             0             0       0 25.2
224           7     142            60            33     190 28.8
225           1     100            66            15      56 23.6
226           1      87            78            27      32 34.6
227           0     101            76             0       0 35.7
228           3     162            52            38       0 37.2
229           4     197            70            39     744 36.7
230           0     117            80            31      53 45.2
231           4     142            86             0       0 44.0
232           6     134            80            37     370 46.2
233           1      79            80            25      37 25.4
234           4     122            68             0       0 35.0
235           3      74            68            28      45 29.7
236           4     171            72             0       0 43.6
237           7     181            84            21     192 35.9
238           0     179            90            27       0 44.1
239           9     164            84            21       0 30.8
240           0     104            76             0       0 18.4
241           1      91            64            24       0 29.2
242           4      91            70            32      88 33.1
243           3     139            54             0       0 25.6
244           6     119            50            22     176 27.1
245           2     146            76            35     194 38.2
246           9     184            85            15       0 30.0
247          10     122            68             0       0 31.2
248           0     165            90            33     680 52.3
249           9     124            70            33     402 35.4
250           1     111            86            19       0 30.1
251           9     106            52             0       0 31.2
252           2     129            84             0       0 28.0
253           2      90            80            14      55 24.4
254           0      86            68            32       0 35.8
255          12      92            62             7     258 27.6
256           1     113            64            35       0 33.6
257           3     111            56            39       0 30.1
258           2     114            68            22       0 28.7
259           1     193            50            16     375 25.9
260          11     155            76            28     150 33.3
261           3     191            68            15     130 30.9
262           3     141             0             0       0 30.0
263           4      95            70            32       0 32.1
264           3     142            80            15       0 32.4
265           4     123            62             0       0 32.0
266           5      96            74            18      67 33.6
267           0     138             0             0       0 36.3
268           2     128            64            42       0 40.0
269           0     102            52             0       0 25.1
270           2     146             0             0       0 27.5
271          10     101            86            37       0 45.6
272           2     108            62            32      56 25.2
273           3     122            78             0       0 23.0
274           1      71            78            50      45 33.2
275          13     106            70             0       0 34.2
276           2     100            70            52      57 40.5
277           7     106            60            24       0 26.5
278           0     104            64            23     116 27.8
279           5     114            74             0       0 24.9
280           2     108            62            10     278 25.3
281           0     146            70             0       0 37.9
282          10     129            76            28     122 35.9
283           7     133            88            15     155 32.4
284           7     161            86             0       0 30.4
285           2     108            80             0       0 27.0
286           7     136            74            26     135 26.0
287           5     155            84            44     545 38.7
288           1     119            86            39     220 45.6
289           4      96            56            17      49 20.8
290           5     108            72            43      75 36.1
291           0      78            88            29      40 36.9
292           0     107            62            30      74 36.6
293           2     128            78            37     182 43.3
294           1     128            48            45     194 40.5
295           0     161            50             0       0 21.9
296           6     151            62            31     120 35.5
297           2     146            70            38     360 28.0
298           0     126            84            29     215 30.7
299          14     100            78            25     184 36.6
300           8     112            72             0       0 23.6
301           0     167             0             0       0 32.3
302           2     144            58            33     135 31.6
303           5      77            82            41      42 35.8
304           5     115            98             0       0 52.9
305           3     150            76             0       0 21.0
306           2     120            76            37     105 39.7
307          10     161            68            23     132 25.5
308           0     137            68            14     148 24.8
309           0     128            68            19     180 30.5
310           2     124            68            28     205 32.9
311           6      80            66            30       0 26.2
312           0     106            70            37     148 39.4
313           2     155            74            17      96 26.6
314           3     113            50            10      85 29.5
315           7     109            80            31       0 35.9
316           2     112            68            22      94 34.1
317           3      99            80            11      64 19.3
318           3     182            74             0       0 30.5
319           3     115            66            39     140 38.1
320           6     194            78             0       0 23.5
321           4     129            60            12     231 27.5
322           3     112            74            30       0 31.6
323           0     124            70            20       0 27.4
324          13     152            90            33      29 26.8
325           2     112            75            32       0 35.7
326           1     157            72            21     168 25.6
327           1     122            64            32     156 35.1
328          10     179            70             0       0 35.1
329           2     102            86            36     120 45.5
330           6     105            70            32      68 30.8
331           8     118            72            19       0 23.1
332           2      87            58            16      52 32.7
333           1     180             0             0       0 43.3
334          12     106            80             0       0 23.6
335           1      95            60            18      58 23.9
336           0     165            76            43     255 47.9
337           0     117             0             0       0 33.8
338           5     115            76             0       0 31.2
339           9     152            78            34     171 34.2
340           7     178            84             0       0 39.9
341           1     130            70            13     105 25.9
342           1      95            74            21      73 25.9
343           1       0            68            35       0 32.0
344           5     122            86             0       0 34.7
345           8      95            72             0       0 36.8
346           8     126            88            36     108 38.5
347           1     139            46            19      83 28.7
348           3     116             0             0       0 23.5
349           3      99            62            19      74 21.8
350           5       0            80            32       0 41.0
351           4      92            80             0       0 42.2
352           4     137            84             0       0 31.2
353           3      61            82            28       0 34.4
354           1      90            62            12      43 27.2
355           3      90            78             0       0 42.7
356           9     165            88             0       0 30.4
357           1     125            50            40     167 33.3
358          13     129             0            30       0 39.9
359          12      88            74            40      54 35.3
360           1     196            76            36     249 36.5
361           5     189            64            33     325 31.2
362           5     158            70             0       0 29.8
363           5     103           108            37       0 39.2
364           4     146            78             0       0 38.5
365           4     147            74            25     293 34.9
366           5      99            54            28      83 34.0
367           6     124            72             0       0 27.6
368           0     101            64            17       0 21.0
369           3      81            86            16      66 27.5
370           1     133           102            28     140 32.8
371           3     173            82            48     465 38.4
372           0     118            64            23      89  0.0
373           0      84            64            22      66 35.8
374           2     105            58            40      94 34.9
375           2     122            52            43     158 36.2
376          12     140            82            43     325 39.2
377           0      98            82            15      84 25.2
378           1      87            60            37      75 37.2
379           4     156            75             0       0 48.3
380           0      93           100            39      72 43.4
381           1     107            72            30      82 30.8
382           0     105            68            22       0 20.0
383           1     109            60             8     182 25.4
384           1      90            62            18      59 25.1
385           1     125            70            24     110 24.3
386           1     119            54            13      50 22.3
387           5     116            74            29       0 32.3
388           8     105           100            36       0 43.3
389           5     144            82            26     285 32.0
390           3     100            68            23      81 31.6
391           1     100            66            29     196 32.0
392           5     166            76             0       0 45.7
393           1     131            64            14     415 23.7
394           4     116            72            12      87 22.1
395           4     158            78             0       0 32.9
396           2     127            58            24     275 27.7
397           3      96            56            34     115 24.7
398           0     131            66            40       0 34.3
399           3      82            70             0       0 21.1
400           3     193            70            31       0 34.9
401           4      95            64             0       0 32.0
402           6     137            61             0       0 24.2
403           5     136            84            41      88 35.0
404           9      72            78            25       0 31.6
405           5     168            64             0       0 32.9
406           2     123            48            32     165 42.1
407           4     115            72             0       0 28.9
408           0     101            62             0       0 21.9
409           8     197            74             0       0 25.9
410           1     172            68            49     579 42.4
411           6     102            90            39       0 35.7
412           1     112            72            30     176 34.4
413           1     143            84            23     310 42.4
414           1     143            74            22      61 26.2
415           0     138            60            35     167 34.6
416           3     173            84            33     474 35.7
417           1      97            68            21       0 27.2
418           4     144            82            32       0 38.5
419           1      83            68             0       0 18.2
420           3     129            64            29     115 26.4
421           1     119            88            41     170 45.3
422           2      94            68            18      76 26.0
423           0     102            64            46      78 40.6
424           2     115            64            22       0 30.8
425           8     151            78            32     210 42.9
426           4     184            78            39     277 37.0
427           0      94             0             0       0  0.0
428           1     181            64            30     180 34.1
429           0     135            94            46     145 40.6
430           1      95            82            25     180 35.0
431           2      99             0             0       0 22.2
432           3      89            74            16      85 30.4
433           1      80            74            11      60 30.0
434           2     139            75             0       0 25.6
435           1      90            68             8       0 24.5
436           0     141             0             0       0 42.4
437          12     140            85            33       0 37.4
438           5     147            75             0       0 29.9
439           1      97            70            15       0 18.2
440           6     107            88             0       0 36.8
441           0     189           104            25       0 34.3
442           2      83            66            23      50 32.2
443           4     117            64            27     120 33.2
444           8     108            70             0       0 30.5
445           4     117            62            12       0 29.7
446           0     180            78            63      14 59.4
447           1     100            72            12      70 25.3
448           0      95            80            45      92 36.5
449           0     104            64            37      64 33.6
450           0     120            74            18      63 30.5
451           1      82            64            13      95 21.2
452           2     134            70             0       0 28.9
453           0      91            68            32     210 39.9
454           2     119             0             0       0 19.6
455           2     100            54            28     105 37.8
456          14     175            62            30       0 33.6
457           1     135            54             0       0 26.7
458           5      86            68            28      71 30.2
459          10     148            84            48     237 37.6
460           9     134            74            33      60 25.9
461           9     120            72            22      56 20.8
462           1      71            62             0       0 21.8
463           8      74            70            40      49 35.3
464           5      88            78            30       0 27.6
465          10     115            98             0       0 24.0
466           0     124            56            13     105 21.8
467           0      74            52            10      36 27.8
468           0      97            64            36     100 36.8
469           8     120             0             0       0 30.0
470           6     154            78            41     140 46.1
471           1     144            82            40       0 41.3
472           0     137            70            38       0 33.2
473           0     119            66            27       0 38.8
474           7     136            90             0       0 29.9
475           4     114            64             0       0 28.9
476           0     137            84            27       0 27.3
477           2     105            80            45     191 33.7
478           7     114            76            17     110 23.8
479           8     126            74            38      75 25.9
480           4     132            86            31       0 28.0
481           3     158            70            30     328 35.5
482           0     123            88            37       0 35.2
483           4      85            58            22      49 27.8
484           0      84            82            31     125 38.2
485           0     145             0             0       0 44.2
486           0     135            68            42     250 42.3
487           1     139            62            41     480 40.7
488           0     173            78            32     265 46.5
489           4      99            72            17       0 25.6
490           8     194            80             0       0 26.1
491           2      83            65            28      66 36.8
492           2      89            90            30       0 33.5
493           4      99            68            38       0 32.8
494           4     125            70            18     122 28.9
495           3      80             0             0       0  0.0
496           6     166            74             0       0 26.6
497           5     110            68             0       0 26.0
498           2      81            72            15      76 30.1
499           7     195            70            33     145 25.1
500           6     154            74            32     193 29.3
501           2     117            90            19      71 25.2
502           3      84            72            32       0 37.2
503           6       0            68            41       0 39.0
504           7      94            64            25      79 33.3
505           3      96            78            39       0 37.3
506          10      75            82             0       0 33.3
507           0     180            90            26      90 36.5
508           1     130            60            23     170 28.6
509           2      84            50            23      76 30.4
510           8     120            78             0       0 25.0
511          12      84            72            31       0 29.7
512           0     139            62            17     210 22.1
513           9      91            68             0       0 24.2
514           2      91            62             0       0 27.3
515           3      99            54            19      86 25.6
516           3     163            70            18     105 31.6
517           9     145            88            34     165 30.3
518           7     125            86             0       0 37.6
519          13      76            60             0       0 32.8
520           6     129            90             7     326 19.6
521           2      68            70            32      66 25.0
522           3     124            80            33     130 33.2
523           6     114             0             0       0  0.0
524           9     130            70             0       0 34.2
525           3     125            58             0       0 31.6
526           3      87            60            18       0 21.8
527           1      97            64            19      82 18.2
528           3     116            74            15     105 26.3
529           0     117            66            31     188 30.8
530           0     111            65             0       0 24.6
531           2     122            60            18     106 29.8
532           0     107            76             0       0 45.3
533           1      86            66            52      65 41.3
534           6      91             0             0       0 29.8
535           1      77            56            30      56 33.3
536           4     132             0             0       0 32.9
537           0     105            90             0       0 29.6
538           0      57            60             0       0 21.7
539           0     127            80            37     210 36.3
540           3     129            92            49     155 36.4
541           8     100            74            40     215 39.4
542           3     128            72            25     190 32.4
543          10      90            85            32       0 34.9
544           4      84            90            23      56 39.5
545           1      88            78            29      76 32.0
546           8     186            90            35     225 34.5
547           5     187            76            27     207 43.6
548           4     131            68            21     166 33.1
549           1     164            82            43      67 32.8
550           4     189           110            31       0 28.5
551           1     116            70            28       0 27.4
552           3      84            68            30     106 31.9
553           6     114            88             0       0 27.8
554           1      88            62            24      44 29.9
555           1      84            64            23     115 36.9
556           7     124            70            33     215 25.5
557           1      97            70            40       0 38.1
558           8     110            76             0       0 27.8
559          11     103            68            40       0 46.2
560          11      85            74             0       0 30.1
561           6     125            76             0       0 33.8
562           0     198            66            32     274 41.3
563           1      87            68            34      77 37.6
564           6      99            60            19      54 26.9
565           0      91            80             0       0 32.4
566           2      95            54            14      88 26.1
567           1      99            72            30      18 38.6
568           6      92            62            32     126 32.0
569           4     154            72            29     126 31.3
570           0     121            66            30     165 34.3
571           3      78            70             0       0 32.5
572           2     130            96             0       0 22.6
573           3     111            58            31      44 29.5
574           2      98            60            17     120 34.7
575           1     143            86            30     330 30.1
576           1     119            44            47      63 35.5
577           6     108            44            20     130 24.0
578           2     118            80             0       0 42.9
579          10     133            68             0       0 27.0
580           2     197            70            99       0 34.7
581           0     151            90            46       0 42.1
582           6     109            60            27       0 25.0
583          12     121            78            17       0 26.5
584           8     100            76             0       0 38.7
585           8     124            76            24     600 28.7
586           1      93            56            11       0 22.5
587           8     143            66             0       0 34.9
588           6     103            66             0       0 24.3
589           3     176            86            27     156 33.3
590           0      73             0             0       0 21.1
591          11     111            84            40       0 46.8
592           2     112            78            50     140 39.4
593           3     132            80             0       0 34.4
594           2      82            52            22     115 28.5
595           6     123            72            45     230 33.6
596           0     188            82            14     185 32.0
597           0      67            76             0       0 45.3
598           1      89            24            19      25 27.8
599           1     173            74             0       0 36.8
600           1     109            38            18     120 23.1
601           1     108            88            19       0 27.1
602           6      96             0             0       0 23.7
603           1     124            74            36       0 27.8
604           7     150            78            29     126 35.2
605           4     183             0             0       0 28.4
606           1     124            60            32       0 35.8
607           1     181            78            42     293 40.0
608           1      92            62            25      41 19.5
609           0     152            82            39     272 41.5
610           1     111            62            13     182 24.0
611           3     106            54            21     158 30.9
612           3     174            58            22     194 32.9
613           7     168            88            42     321 38.2
614           6     105            80            28       0 32.5
615          11     138            74            26     144 36.1
616           3     106            72             0       0 25.8
617           6     117            96             0       0 28.7
618           2      68            62            13      15 20.1
619           9     112            82            24       0 28.2
620           0     119             0             0       0 32.4
621           2     112            86            42     160 38.4
622           2      92            76            20       0 24.2
623           6     183            94             0       0 40.8
624           0      94            70            27     115 43.5
625           2     108            64             0       0 30.8
626           4      90            88            47      54 37.7
627           0     125            68             0       0 24.7
628           0     132            78             0       0 32.4
629           5     128            80             0       0 34.6
630           4      94            65            22       0 24.7
631           7     114            64             0       0 27.4
632           0     102            78            40      90 34.5
633           2     111            60             0       0 26.2
634           1     128            82            17     183 27.5
635          10      92            62             0       0 25.9
636          13     104            72             0       0 31.2
637           5     104            74             0       0 28.8
638           2      94            76            18      66 31.6
639           7      97            76            32      91 40.9
640           1     100            74            12      46 19.5
641           0     102            86            17     105 29.3
642           4     128            70             0       0 34.3
643           6     147            80             0       0 29.5
644           4      90             0             0       0 28.0
645           3     103            72            30     152 27.6
646           2     157            74            35     440 39.4
647           1     167            74            17     144 23.4
648           0     179            50            36     159 37.8
649          11     136            84            35     130 28.3
650           0     107            60            25       0 26.4
651           1      91            54            25     100 25.2
652           1     117            60            23     106 33.8
653           5     123            74            40      77 34.1
654           2     120            54             0       0 26.8
655           1     106            70            28     135 34.2
656           2     155            52            27     540 38.7
657           2     101            58            35      90 21.8
658           1     120            80            48     200 38.9
659          11     127           106             0       0 39.0
660           3      80            82            31      70 34.2
661          10     162            84             0       0 27.7
662           1     199            76            43       0 42.9
663           8     167           106            46     231 37.6
664           9     145            80            46     130 37.9
665           6     115            60            39       0 33.7
666           1     112            80            45     132 34.8
667           4     145            82            18       0 32.5
668          10     111            70            27       0 27.5
669           6      98            58            33     190 34.0
670           9     154            78            30     100 30.9
671           6     165            68            26     168 33.6
672           1      99            58            10       0 25.4
673          10      68           106            23      49 35.5
674           3     123           100            35     240 57.3
675           8      91            82             0       0 35.6
676           6     195            70             0       0 30.9
677           9     156            86             0       0 24.8
678           0      93            60             0       0 35.3
679           3     121            52             0       0 36.0
680           2     101            58            17     265 24.2
681           2      56            56            28      45 24.2
682           0     162            76            36       0 49.6
683           0      95            64            39     105 44.6
684           4     125            80             0       0 32.3
685           5     136            82             0       0  0.0
686           2     129            74            26     205 33.2
687           3     130            64             0       0 23.1
688           1     107            50            19       0 28.3
689           1     140            74            26     180 24.1
690           1     144            82            46     180 46.1
691           8     107            80             0       0 24.6
692          13     158           114             0       0 42.3
693           2     121            70            32      95 39.1
694           7     129            68            49     125 38.5
695           2      90            60             0       0 23.5
696           7     142            90            24     480 30.4
697           3     169            74            19     125 29.9
698           0      99             0             0       0 25.0
699           4     127            88            11     155 34.5
700           4     118            70             0       0 44.5
701           2     122            76            27     200 35.9
702           6     125            78            31       0 27.6
703           1     168            88            29       0 35.0
704           2     129             0             0       0 38.5
705           4     110            76            20     100 28.4
706           6      80            80            36       0 39.8
707          10     115             0             0       0  0.0
708           2     127            46            21     335 34.4
709           9     164            78             0       0 32.8
710           2      93            64            32     160 38.0
711           3     158            64            13     387 31.2
712           5     126            78            27      22 29.6
713          10     129            62            36       0 41.2
714           0     134            58            20     291 26.4
715           3     102            74             0       0 29.5
716           7     187            50            33     392 33.9
717           3     173            78            39     185 33.8
718          10      94            72            18       0 23.1
719           1     108            60            46     178 35.5
720           5      97            76            27       0 35.6
721           4      83            86            19       0 29.3
722           1     114            66            36     200 38.1
723           1     149            68            29     127 29.3
724           5     117            86            30     105 39.1
725           1     111            94             0       0 32.8
726           4     112            78            40       0 39.4
727           1     116            78            29     180 36.1
728           0     141            84            26       0 32.4
729           2     175            88             0       0 22.9
730           2      92            52             0       0 30.1
731           3     130            78            23      79 28.4
732           8     120            86             0       0 28.4
733           2     174            88            37     120 44.5
734           2     106            56            27     165 29.0
735           2     105            75             0       0 23.3
736           4      95            60            32       0 35.4
737           0     126            86            27     120 27.4
738           8      65            72            23       0 32.0
739           2      99            60            17     160 36.6
740           1     102            74             0       0 39.5
741          11     120            80            37     150 42.3
742           3     102            44            20      94 30.8
743           1     109            58            18     116 28.5
744           9     140            94             0       0 32.7
745          13     153            88            37     140 40.6
746          12     100            84            33     105 30.0
747           1     147            94            41       0 49.3
748           1      81            74            41      57 46.3
749           3     187            70            22     200 36.4
750           6     162            62             0       0 24.3
751           4     136            70             0       0 31.2
752           1     121            78            39      74 39.0
753           3     108            62            24       0 26.0
754           0     181            88            44     510 43.3
755           8     154            78            32       0 32.4
756           1     128            88            39     110 36.5
757           7     137            90            41       0 32.0
758           0     123            72             0       0 36.3
759           1     106            76             0       0 37.5
760           6     190            92             0       0 35.5
761           2      88            58            26      16 28.4
762           9     170            74            31       0 44.0
763           9      89            62             0       0 22.5
764          10     101            76            48     180 32.9
765           2     122            70            27       0 36.8
766           5     121            72            23     112 26.2
767           1     126            60             0       0 30.1
768           1      93            70            31       0 30.4
    DiabetesPedigreeFunction Age Class            0            1
1                      0.627  50     1 3.306461e-01 0.6693539035
2                      0.351  31     0 9.804448e-01 0.0195552134
3                      0.672  32     1 1.999896e-01 0.8000103813
4                      0.167  21     0 9.867576e-01 0.0132424427
5                      2.288  33     1 2.168575e-04 0.9997831425
6                      0.201  30     0 9.463372e-01 0.0536627534
7                      0.248  26     1 9.741464e-01 0.0258536438
8                      0.134  29     0 2.758886e-01 0.7241113904
9                      0.158  53     1 8.556686e-05 0.9999144331
10                     0.232  54     1 9.765039e-01 0.0234961459
11                     0.191  30     0 8.591760e-01 0.1408240084
12                     0.537  34     1 8.324287e-02 0.9167571343
13                     1.441  57     0 2.581126e-02 0.9741887439
14                     0.398  59     1 1.069961e-08 0.9999999893
15                     0.587  51     1 2.928759e-01 0.7071240671
16                     0.484  32     1 6.427233e-01 0.3572766899
17                     0.551  31     1 4.061867e-01 0.5938132748
18                     0.254  31     1 9.070977e-01 0.0929023470
19                     0.183  33     0 7.965924e-01 0.2034075511
20                     0.529  32     1 8.908777e-01 0.1091222901
21                     0.704  27     0 4.222865e-01 0.5777135021
22                     0.388  50     0 6.785393e-01 0.3214607215
23                     0.451  41     1 1.940392e-02 0.9805960819
24                     0.263  29     1 7.685438e-01 0.2314562065
25                     0.254  51     1 6.939493e-02 0.9306050737
26                     0.205  41     1 5.239746e-01 0.4760253731
27                     0.257  43     1 3.465150e-01 0.6534850265
28                     0.487  22     0 9.864923e-01 0.0135076891
29                     0.245  57     0 1.522035e-01 0.8477965240
30                     0.337  38     0 7.866411e-01 0.2133588742
31                     0.546  60     0 7.045024e-01 0.2954976322
32                     0.851  28     1 2.194530e-01 0.7805469680
33                     0.267  22     0 9.901082e-01 0.0098918054
34                     0.188  28     0 9.760833e-01 0.0239167384
35                     0.512  45     0 5.356200e-01 0.4643799666
36                     0.966  33     0 8.415905e-01 0.1584094739
37                     0.420  35     0 3.098204e-01 0.6901796316
38                     0.665  46     1 5.599122e-01 0.4400877899
39                     0.503  27     1 9.204538e-01 0.0795461746
40                     1.390  56     1 5.377683e-02 0.9462231709
41                     0.271  26     0 3.858252e-01 0.6141748237
42                     0.696  37     0 3.983007e-01 0.6016992551
43                     0.235  48     0 8.882164e-01 0.1117836262
44                     0.721  54     1 3.306329e-03 0.9966936709
45                     0.294  40     0 4.920523e-01 0.5079476806
46                     1.893  25     1 1.061234e-03 0.9989387659
47                     0.564  29     0 8.180199e-01 0.1819800714
48                     0.586  22     0 9.852703e-01 0.0147296596
49                     0.344  31     1 8.211086e-01 0.1788913547
50                     0.305  24     0 9.908925e-01 0.0091075314
51                     0.491  22     0 9.902880e-01 0.0097120387
52                     0.526  26     0 9.825547e-01 0.0174452959
53                     0.342  30     0 9.797855e-01 0.0202144908
54                     0.467  58     1 8.278264e-03 0.9917217362
55                     0.718  42     0 2.841454e-02 0.9715854585
56                     0.248  21     0 9.941866e-01 0.0058133673
57                     0.254  41     1 8.494687e-03 0.9915053131
58                     0.962  31     0 3.217182e-01 0.6782818475
59                     1.781  44     0 7.796269e-03 0.9922037315
60                     0.173  22     0 8.942861e-01 0.1057139344
61                     0.304  21     0 9.978482e-01 0.0021518487
62                     0.270  39     1 6.086084e-01 0.3913915926
63                     0.587  36     0 9.733584e-01 0.0266415802
64                     0.699  24     0 8.618436e-01 0.1381564189
65                     0.258  42     1 7.944307e-01 0.2055693027
66                     0.203  32     0 9.498942e-01 0.0501058322
67                     0.855  38     1 7.953584e-01 0.2046416481
68                     0.845  54     0 4.886693e-01 0.5113306779
69                     0.334  25     0 9.930316e-01 0.0069684449
70                     0.189  27     0 8.008865e-01 0.1991135350
71                     0.867  28     1 9.151258e-01 0.0848741709
72                     0.411  26     0 8.098231e-01 0.1901769271
73                     0.583  42     1 6.215051e-02 0.9378494874
74                     0.231  23     0 6.475587e-01 0.3524412798
75                     0.396  22     0 9.795969e-01 0.0204031445
76                     0.140  22     0 9.890473e-01 0.0109526592
77                     0.391  41     0 9.072166e-01 0.0927833667
78                     0.370  27     0 9.159599e-01 0.0840401156
79                     0.270  26     1 4.499661e-01 0.5500339356
80                     0.307  24     0 9.792141e-01 0.0207859411
81                     0.140  22     0 9.828160e-01 0.0171840053
82                     0.102  22     0 9.980389e-01 0.0019611445
83                     0.767  36     0 8.803046e-01 0.1196954337
84                     0.237  22     0 9.866655e-01 0.0133344863
85                     0.227  37     1 2.766088e-01 0.7233911657
86                     0.698  27     0 9.056365e-01 0.0943635158
87                     0.178  45     0 1.158952e-01 0.8841048185
88                     0.324  26     0 9.446098e-01 0.0553901879
89                     0.153  43     1 3.335828e-02 0.9666417230
90                     0.165  24     0 9.807073e-01 0.0192926906
91                     0.258  21     0 9.955035e-01 0.0044965416
92                     0.443  34     0 8.105317e-01 0.1894682790
93                     0.261  42     0 6.769781e-01 0.3230218671
94                     0.277  60     1 8.142094e-01 0.1857905784
95                     0.761  21     0 8.982097e-01 0.1017902695
96                     0.255  40     0 3.653038e-01 0.6346962421
97                     0.130  24     0 9.753939e-01 0.0246060880
98                     0.323  22     0 9.952054e-01 0.0047946440
99                     0.356  23     0 9.646206e-01 0.0353794189
100                    0.325  31     1 3.170710e-01 0.6829290073
101                    1.222  33     1 1.025205e-01 0.8974794694
102                    0.179  22     0 9.042384e-01 0.0957616433
103                    0.262  21     0 9.645760e-01 0.0354240037
104                    0.283  24     0 9.892095e-01 0.0107904572
105                    0.930  27     0 8.816578e-01 0.1183421636
106                    0.801  21     0 8.924671e-01 0.1075329249
107                    0.207  27     0 9.412434e-01 0.0587566419
108                    0.287  37     0 7.285089e-01 0.2714910907
109                    0.336  25     0 9.684777e-01 0.0315222763
110                    0.247  24     1 9.538869e-01 0.0461131308
111                    0.199  24     1 4.623034e-01 0.5376965666
112                    0.543  46     1 1.719815e-03 0.9982801852
113                    0.192  23     0 9.757829e-01 0.0242171279
114                    0.391  25     0 9.697982e-01 0.0302017665
115                    0.588  39     1 2.337701e-01 0.7662299126
116                    0.539  61     1 4.074069e-01 0.5925931163
117                    0.220  38     1 8.080877e-01 0.1919122668
118                    0.654  25     0 9.475979e-01 0.0524020550
119                    0.443  22     0 9.775331e-01 0.0224669344
120                    0.223  21     0 9.877518e-01 0.0122482216
121                    0.759  25     1 9.239914e-02 0.9076008592
122                    0.260  24     0 8.921418e-01 0.1078581858
123                    0.404  23     0 9.497797e-01 0.0502203112
124                    0.186  69     0 7.011828e-01 0.2988172320
125                    0.278  23     1 9.524165e-01 0.0475835004
126                    0.496  26     1 7.517963e-01 0.2482037139
127                    0.452  30     0 7.710440e-01 0.2289560358
128                    0.261  23     0 9.341694e-01 0.0658305653
129                    0.403  40     1 8.076630e-01 0.1923369583
130                    0.741  62     1 8.278644e-01 0.1721355650
131                    0.361  33     1 3.761133e-01 0.6238867031
132                    1.114  33     1 3.119361e-01 0.6880639106
133                    0.356  30     1 2.190831e-01 0.7809168998
134                    0.457  39     0 7.789279e-01 0.2210721197
135                    0.647  26     0 9.867294e-01 0.0132705686
136                    0.088  31     0 8.793979e-01 0.1206020908
137                    0.597  21     0 9.715043e-01 0.0284956977
138                    0.532  22     0 9.800991e-01 0.0199009063
139                    0.703  29     0 8.520762e-01 0.1479238480
140                    0.159  28     0 5.526231e-01 0.4473769100
141                    0.268  55     0 8.985764e-01 0.1014235618
142                    0.286  38     0 8.048855e-01 0.1951145207
143                    0.318  22     0 9.643245e-01 0.0356754922
144                    0.272  42     1 6.536624e-01 0.3463376414
145                    0.237  23     0 3.954186e-01 0.6045813773
146                    0.572  21     0 9.992866e-01 0.0007133928
147                    0.096  41     0 8.142099e-01 0.1857901489
148                    1.400  34     0 4.533818e-01 0.5466181757
149                    0.218  65     0 4.095960e-01 0.5904040234
150                    0.085  22     0 9.868596e-01 0.0131403637
151                    0.399  24     0 5.676740e-01 0.4323260393
152                    0.432  37     0 9.577719e-01 0.0422280950
153                    1.189  42     1 2.545012e-02 0.9745498809
154                    0.687  23     0 5.333988e-03 0.9946660120
155                    0.137  43     1 2.013066e-02 0.9798693422
156                    0.337  36     1 1.203134e-01 0.8796865668
157                    0.637  21     0 9.829040e-01 0.0170960307
158                    0.833  23     0 9.553600e-01 0.0446399605
159                    0.229  22     0 9.852908e-01 0.0147092413
160                    0.817  47     1 6.366036e-04 0.9993633964
161                    0.294  36     0 5.747514e-01 0.4252486076
162                    0.204  45     0 6.809419e-01 0.3190580789
163                    0.167  27     0 5.505866e-01 0.4494133979
164                    0.368  21     0 9.796228e-01 0.0203771792
165                    0.743  32     1 7.764314e-01 0.2235685681
166                    0.722  41     1 8.010784e-01 0.1989215654
167                    0.256  22     0 8.450528e-01 0.1549471853
168                    0.709  34     0 8.658461e-01 0.1341538758
169                    0.471  29     0 9.306933e-01 0.0693067455
170                    0.495  29     0 9.394137e-01 0.0605863075
171                    0.180  36     1 8.998828e-01 0.1001172280
172                    0.542  29     1 6.981616e-01 0.3018383639
173                    0.773  25     0 8.479654e-01 0.1520346090
174                    0.678  23     0 9.106823e-01 0.0893177430
175                    0.370  33     0 9.768582e-01 0.0231417703
176                    0.719  36     1 4.972105e-02 0.9502789543
177                    0.382  42     0 9.094130e-01 0.0905869700
178                    0.319  26     1 2.323976e-01 0.7676024107
179                    0.190  47     0 3.645604e-01 0.6354396439
180                    0.956  37     1 4.073254e-01 0.5926746169
181                    0.084  32     0 9.701540e-01 0.0298460378
182                    0.725  23     0 9.084398e-01 0.0915601986
183                    0.299  21     0 9.866548e-01 0.0133452122
184                    0.268  27     0 9.812854e-01 0.0187146403
185                    0.244  40     0 7.998667e-01 0.2001333209
186                    0.745  41     1 2.633514e-02 0.9736648585
187                    0.615  60     1 2.520062e-04 0.9997479938
188                    1.321  33     1 2.246122e-01 0.7753878431
189                    0.640  31     1 7.855016e-01 0.2144984277
190                    0.361  25     1 7.312030e-01 0.2687970389
191                    0.142  21     0 9.847770e-01 0.0152229901
192                    0.374  40     0 4.744850e-01 0.5255150062
193                    0.383  36     1 4.507820e-01 0.5492180231
194                    0.578  40     1 1.869376e-02 0.9813062441
195                    0.136  42     0 9.366972e-01 0.0633028440
196                    0.395  29     1 1.913402e-01 0.8086597985
197                    0.187  21     0 9.865326e-01 0.0134674488
198                    0.678  23     1 9.795212e-01 0.0204787657
199                    0.905  26     1 7.626510e-01 0.2373489715
200                    0.150  29     1 3.416366e-01 0.6583634225
201                    0.874  21     0 9.246898e-01 0.0753102014
202                    0.236  28     0 7.589005e-01 0.2410995372
203                    0.787  32     0 9.396572e-01 0.0603427531
204                    0.235  27     0 9.902697e-01 0.0097302608
205                    0.324  55     0 5.925574e-01 0.4074426121
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529                    0.493  22     0 9.205082e-01 0.0794918201
530                    0.660  31     0 9.589962e-01 0.0410038445
531                    0.717  22     0 9.319012e-01 0.0680988001
532                    0.686  24     0 8.586995e-01 0.1413005103
533                    0.917  29     0 7.321410e-01 0.2678590217
534                    0.501  31     0 7.470958e-01 0.2529041918
535                    1.251  24     0 8.430357e-01 0.1569642554
536                    0.302  23     1 6.100029e-01 0.3899971290
537                    0.197  46     0 9.055744e-01 0.0944256101
538                    0.735  67     0 9.592097e-01 0.0407902753
539                    0.804  23     0 6.311015e-01 0.3688984544
540                    0.968  32     1 2.871497e-01 0.7128503058
541                    0.661  43     1 3.443896e-01 0.6556104029
542                    0.549  27     1 8.157705e-01 0.1842294515
543                    0.825  56     1 3.448701e-01 0.6551298946
544                    0.159  25     0 9.367812e-01 0.0632187789
545                    0.365  29     0 9.652943e-01 0.0347056843
546                    0.423  37     1 1.907217e-02 0.9809278286
547                    1.034  53     1 5.559464e-03 0.9944405361
548                    0.160  28     0 8.330893e-01 0.1669107428
549                    0.341  50     0 2.753528e-01 0.7246472019
550                    0.680  37     0 5.651593e-02 0.9434840655
551                    0.204  21     0 9.734766e-01 0.0265234318
552                    0.591  25     0 9.628433e-01 0.0371567213
553                    0.247  66     0 7.509563e-01 0.2490436977
554                    0.422  23     0 9.826708e-01 0.0173291987
555                    0.471  28     0 9.549982e-01 0.0450017778
556                    0.161  37     0 7.254584e-01 0.2745416294
557                    0.218  30     0 9.179499e-01 0.0820501362
558                    0.237  58     0 7.490472e-01 0.2509528003
559                    0.126  42     0 2.736906e-01 0.7263094386
560                    0.300  35     0 7.744772e-01 0.2255227946
561                    0.121  54     1 6.521276e-01 0.3478724225
562                    0.502  28     1 1.909465e-02 0.9809053538
563                    0.401  24     0 9.571543e-01 0.0428457301
564                    0.497  32     0 9.514033e-01 0.0485967483
565                    0.601  27     0 9.565898e-01 0.0434102004
566                    0.748  22     0 9.772350e-01 0.0227650085
567                    0.412  21     0 9.536966e-01 0.0463034069
568                    0.085  46     0 8.606092e-01 0.1393907725
569                    0.338  37     0 5.781547e-01 0.4218453005
570                    0.203  33     1 8.545568e-01 0.1454431987
571                    0.270  39     0 9.544708e-01 0.0455292451
572                    0.268  21     0 9.547445e-01 0.0452555039
573                    0.430  22     0 9.636638e-01 0.0363362272
574                    0.198  22     0 9.671595e-01 0.0328405011
575                    0.892  23     0 2.340918e-01 0.7659082038
576                    0.280  25     0 8.635273e-01 0.1364727152
577                    0.813  35     0 8.766641e-01 0.1233358852
578                    0.693  21     1 8.401048e-01 0.1598951927
579                    0.245  36     0 6.194675e-01 0.3805325214
580                    0.575  62     1 3.671999e-04 0.9996328001
581                    0.371  21     1 4.976714e-01 0.5023285712
582                    0.206  27     0 9.600549e-01 0.0399451089
583                    0.259  62     0 3.487037e-01 0.6512962544
584                    0.190  42     0 7.177588e-01 0.2822411510
585                    0.687  52     1 4.620641e-04 0.9995379359
586                    0.417  22     0 9.914589e-01 0.0085410592
587                    0.129  41     1 4.459266e-01 0.5540733943
588                    0.249  29     0 9.647303e-01 0.0352696621
589                    1.154  52     1 2.632685e-02 0.9736731465
590                    0.342  25     0 9.652568e-01 0.0347431852
591                    0.925  45     1 7.180904e-02 0.9281909623
592                    0.175  24     0 8.072304e-01 0.1927695664
593                    0.402  44     1 7.263536e-01 0.2736464293
594                    1.699  25     0 4.123219e-01 0.5876780511
595                    0.733  34     0 3.840855e-01 0.6159144914
596                    0.682  22     1 1.780492e-01 0.8219507861
597                    0.194  46     0 8.851069e-01 0.1148930786
598                    0.559  21     0 9.730384e-01 0.0269616032
599                    0.088  38     1 3.033640e-01 0.6966359707
600                    0.407  26     0 9.749410e-01 0.0250590442
601                    0.400  24     0 9.701509e-01 0.0298491472
602                    0.190  28     0 8.689821e-01 0.1310179205
603                    0.100  30     0 9.266805e-01 0.0733194687
604                    0.692  54     1 1.825174e-01 0.8174825914
605                    0.212  36     1 7.466341e-02 0.9253365902
606                    0.514  21     0 9.113260e-01 0.0886740492
607                    1.258  22     1 6.620955e-03 0.9933790449
608                    0.482  25     0 9.921896e-01 0.0078104076
609                    0.270  27     0 2.251194e-01 0.7748805565
610                    0.138  23     0 9.746028e-01 0.0253972142
611                    0.292  24     0 9.542764e-01 0.0457236115
612                    0.593  36     1 2.092017e-01 0.7907982527
613                    0.787  40     1 7.805046e-03 0.9921949541
614                    0.878  26     0 8.303503e-01 0.1696497282
615                    0.557  50     1 1.215622e-01 0.8784377761
616                    0.207  27     0 9.737557e-01 0.0262443246
617                    0.157  30     0 8.665765e-01 0.1334234726
618                    0.257  23     0 9.957240e-01 0.0042759729
619                    1.282  50     1 1.938221e-01 0.8061778942
620                    0.141  24     1 7.660979e-01 0.2339021222
621                    0.246  28     0 7.975684e-01 0.2024316323
622                    1.698  28     0 4.553415e-01 0.5446585359
623                    1.461  45     0 2.221228e-03 0.9977787716
624                    0.347  21     0 9.415723e-01 0.0584276735
625                    0.158  21     0 9.715674e-01 0.0284326357
626                    0.362  29     0 8.626080e-01 0.1373919698
627                    0.206  21     0 9.730338e-01 0.0269661532
628                    0.393  21     0 9.174284e-01 0.0825715612
629                    0.144  45     0 7.050188e-01 0.2949811659
630                    0.148  21     0 9.873755e-01 0.0126244571
631                    0.732  34     1 8.399257e-01 0.1600742531
632                    0.238  24     0 9.408078e-01 0.0591922329
633                    0.343  23     0 9.766723e-01 0.0233277274
634                    0.115  22     0 9.273078e-01 0.0726921591
635                    0.167  31     0 8.959261e-01 0.1040738877
636                    0.465  38     1 3.957853e-01 0.6042147104
637                    0.153  48     0 8.979186e-01 0.1020813650
638                    0.649  23     0 9.666258e-01 0.0333742328
639                    0.871  32     1 6.330310e-01 0.3669690322
640                    0.149  28     0 9.905092e-01 0.0094907886
641                    0.695  27     0 9.456849e-01 0.0543151271
642                    0.303  24     0 8.931432e-01 0.1068568300
643                    0.178  50     1 5.325430e-01 0.4674569921
644                    0.610  31     0 8.145899e-01 0.1854100685
645                    0.730  27     0 9.322953e-01 0.0677046689
646                    0.134  30     0 1.766593e-02 0.9823340706
647                    0.447  33     1 6.805896e-01 0.3194104082
648                    0.455  22     1 2.458325e-01 0.7541674962
649                    0.260  42     1 2.731883e-01 0.7268117417
650                    0.133  23     0 9.809382e-01 0.0190617895
651                    0.234  23     0 9.876082e-01 0.0123918493
652                    0.466  27     0 9.267961e-01 0.0732039179
653                    0.269  28     0 8.298124e-01 0.1701875837
654                    0.455  27     0 9.545891e-01 0.0454108631
655                    0.142  22     0 9.533628e-01 0.0466371555
656                    0.240  25     1 3.448204e-03 0.9965517959
657                    0.155  22     0 9.871674e-01 0.0128326406
658                    1.162  41     0 1.541939e-01 0.8458060920
659                    0.190  51     0 1.084033e-01 0.8915967083
660                    1.292  27     1 7.088154e-01 0.2911845877
661                    0.182  54     0 1.372683e-01 0.8627316792
662                    1.394  22     1 4.299965e-03 0.9957000346
663                    0.165  43     1 1.600960e-02 0.9839904030
664                    0.637  40     1 1.122907e-01 0.8877092817
665                    0.245  40     1 7.791064e-01 0.2208935641
666                    0.217  24     0 8.876658e-01 0.1123342005
667                    0.235  70     1 4.910700e-01 0.5089300302
668                    0.141  40     1 7.414959e-01 0.2585040928
669                    0.430  43     0 7.552670e-01 0.2447329562
670                    0.164  45     0 2.493819e-01 0.7506181106
671                    0.631  49     0 1.469355e-01 0.8530644783
672                    0.551  21     0 9.855783e-01 0.0144217063
673                    0.285  47     0 5.531115e-01 0.4468884886
674                    0.880  22     0 1.788874e-01 0.8211125838
675                    0.587  68     0 5.846630e-01 0.4153369977
676                    0.328  31     1 1.156004e-01 0.8843996465
677                    0.230  53     1 2.920379e-01 0.7079620643
678                    0.263  25     0 9.663005e-01 0.0336994726
679                    0.127  25     1 9.090650e-01 0.0909350470
680                    0.614  23     0 9.405539e-01 0.0594461274
681                    0.332  22     0 9.932106e-01 0.0067894472
682                    0.364  26     1 3.332022e-01 0.6667977578
683                    0.366  22     0 9.150266e-01 0.0849734437
684                    0.536  27     1 8.738350e-01 0.1261650052
685                    0.640  69     0 9.751379e-01 0.0248620824
686                    0.591  25     0 7.942438e-01 0.2057562039
687                    0.314  22     0 9.665770e-01 0.0334230093
688                    0.181  29     0 9.690011e-01 0.0309989452
689                    0.828  23     0 8.362161e-01 0.1637839379
690                    0.335  46     1 2.002540e-01 0.7997459674
691                    0.856  34     0 8.097772e-01 0.1902227626
692                    0.257  44     1 8.255640e-03 0.9917443600
693                    0.886  23     0 7.723900e-01 0.2276099649
694                    0.439  43     1 3.392606e-01 0.6607393873
695                    0.191  25     0 9.888229e-01 0.0111771244
696                    0.128  43     1 8.115748e-03 0.9918842516
697                    0.268  31     1 5.382056e-01 0.4617943921
698                    0.253  22     0 9.316647e-01 0.0683353484
699                    0.598  28     0 7.622499e-01 0.2377501252
700                    0.904  26     0 6.681084e-01 0.3318916345
701                    0.483  26     0 8.146422e-01 0.1853578320
702                    0.565  49     1 7.306957e-01 0.2693043259
703                    0.905  52     1 1.101190e-01 0.8898809861
704                    0.304  41     0 3.664107e-01 0.6335893418
705                    0.118  27     0 9.561859e-01 0.0438141166
706                    0.177  28     0 8.951550e-01 0.1048450037
707                    0.261  30     1 9.586224e-01 0.0413776433
708                    0.176  22     0 5.675293e-01 0.4324706874
709                    0.148  45     1 1.556343e-01 0.8443656762
710                    0.674  23     1 9.114007e-01 0.0885992808
711                    0.295  24     0 1.420263e-01 0.8579736836
712                    0.439  40     0 8.241546e-01 0.1758453655
713                    0.441  38     1 2.842134e-01 0.7157866297
714                    0.352  21     0 8.199773e-01 0.1800227149
715                    0.121  32     0 9.559362e-01 0.0440637607
716                    0.826  34     1 2.122254e-03 0.9978777456
717                    0.970  31     1 8.426504e-02 0.9157349628
718                    0.595  56     0 7.764684e-01 0.2235316461
719                    0.415  24     0 8.675610e-01 0.1324389537
720                    0.378  52     1 8.272138e-01 0.1727862437
721                    0.317  34     0 9.609107e-01 0.0390893298
722                    0.289  21     0 8.716536e-01 0.1283463697
723                    0.349  42     1 6.923776e-01 0.3076224275
724                    0.251  42     0 6.860981e-01 0.3139019274
725                    0.265  45     0 8.469850e-01 0.1530149710
726                    0.236  38     0 7.677918e-01 0.2322081813
727                    0.496  25     0 8.637832e-01 0.1362167796
728                    0.433  22     0 8.631804e-01 0.1368196260
729                    0.326  22     0 7.009670e-01 0.2990330208
730                    0.141  22     0 9.802587e-01 0.0197413068
731                    0.323  34     1 8.943047e-01 0.1056953362
732                    0.259  22     1 8.788158e-01 0.1211842108
733                    0.646  24     1 1.462629e-01 0.8537370929
734                    0.426  22     0 9.614252e-01 0.0385747607
735                    0.560  53     0 9.345824e-01 0.0654176034
736                    0.284  28     0 9.418977e-01 0.0581022588
737                    0.515  21     0 9.373250e-01 0.0626750212
738                    0.600  42     0 8.690488e-01 0.1309512066
739                    0.453  21     0 9.496321e-01 0.0503679418
740                    0.293  42     1 8.743290e-01 0.1256710381
741                    0.785  48     1 7.989167e-02 0.9201083330
742                    0.400  26     0 9.598218e-01 0.0401781733
743                    0.219  22     0 9.754311e-01 0.0245688679
744                    0.734  45     1 2.068560e-01 0.7931439906
745                    1.174  39     0 3.636697e-03 0.9963633029
746                    0.488  46     0 3.868886e-01 0.6131113517
747                    0.358  27     1 3.802277e-01 0.6197722800
748                    1.096  32     0 6.192889e-01 0.3807110797
749                    0.408  36     1 8.948006e-02 0.9105199394
750                    0.178  50     1 5.023843e-01 0.4976156611
751                    1.182  22     1 5.791008e-01 0.4208992366
752                    0.261  28     0 8.406846e-01 0.1593153648
753                    0.223  25     0 9.767577e-01 0.0232423295
754                    0.222  26     1 5.339465e-04 0.9994660535
755                    0.443  45     1 2.683162e-01 0.7316837877
756                    1.057  37     1 3.667284e-01 0.6332715930
757                    0.391  39     0 4.703583e-01 0.5296417163
758                    0.258  52     1 7.706796e-01 0.2293203893
759                    0.197  26     0 9.374011e-01 0.0625989081
760                    0.278  66     1 2.759621e-02 0.9724037925
761                    0.766  22     0 9.740227e-01 0.0259773311
762                    0.403  43     1 5.200954e-02 0.9479904624
763                    0.142  33     0 9.437127e-01 0.0562872962
764                    0.171  63     0 2.635541e-01 0.7364459487
765                    0.340  27     0 8.977289e-01 0.1022711458
766                    0.245  30     0 9.311224e-01 0.0688776326
767                    0.349  47     1 8.573681e-01 0.1426319348
768                    0.315  23     0 9.773230e-01 0.0226770430



Parameters (Session):
par1 = 9 ; par2 = gaussian ; par3 = nnnnnnnnc ; par4 = no ; par5 = Automatic ;
Parameters (R input):
R code (references can be found in the software module):
.libPaths()
library(caret)
library(naivebayes)
mywarning <- ''
par1 <- as.numeric(par1)
if(is.na(par1)) {
par1 <- 1
mywarning = 'Warning: you did not specify the column number of the target! The first column was selected by default.'
}
print.naive_bayes <- function (x, ...) {
model <- 'Naive Bayes'
n_char <- getOption('width')
str_left_right <- paste0(rep('=', floor((n_char - nchar(model)) / 2)),
collapse = '')
str_full <- paste0(str_left_right, ' ', model, ' ',
ifelse(n_char %% 2 != 0, '=', ''), str_left_right)
len <- nchar(str_full)
l <- paste0(rep('-', len), collapse = '')
cat('\n')
cat(str_full, '\n', '\n', 'Call:', '\n')
print(x$call)
cat('\n')
cat(l, '\n', '\n')
cat( 'Laplace smoothing:', x$laplace)
cat('\n')
cat('\n')
cat(l, '\n', '\n')
cat(' A priori probabilities:', '\n')
print(x$prior)
cat('\n')
cat(l, '\n', '\n')
cat(' Tables:', '\n')
tabs <- x$tables
n <- length(x$tables)
indices <- seq_len(min(25,n))
tabs <- tabs[indices]
print(tabs)
if (n > 25) {
cat('\n\n')
cat('# ... and', n - 25, ifelse(n - 25 == 1, 'more table\n\n', 'more tables\n\n'))
cat(l)
}
cat('\n\n')
}
x <- na.omit(data.frame(t(x)))
k <- length(x[1,])
n <- length(x[,1])
x <- as.data.frame(x)
for(ii in 1:k) {
if(substr(par3,ii,ii) == 'c') x[,ii] <- as.character(x[,ii])
if(substr(par3,ii,ii) == 'n') x[,ii] <- as.numeric(x[,ii])
}
myf <- formula(paste(colnames(x)[par1],' ~ .',sep=''))
myf
nb_grid <- expand.grid(usekernel = c(TRUE, FALSE), laplace = c(0, 0.5, 1, 2, 3, 4), adjust = c(0.75, 1, 1.25, 1.5, 1.75, 2, 2.25, 2.5))
fitControl <- trainControl(method = 'repeatedcv', number = 10, repeats = 5)
if(par4=='no') {
naive_bayes_via_caret <- train(myf, data = x, method = 'naive_bayes', kernel = par2, bw = 'SJ', usepoisson = TRUE, tuneGrid = nb_grid)
}
if(par4=='yes') {
naive_bayes_via_caret <- train(myf, data = x, method = 'naive_bayes', kernel = par2, bw = 'SJ', usepoisson = TRUE, tuneGrid = nb_grid, trControl = fitControl)
}
load(file='createtable')
a<-table.start()
a<-table.row.start(a)
a<-table.element(a,'Naive Bayes Classifier',1,TRUE)
a<-table.row.end(a)
a<-table.row.start(a)
a<-table.element(a,paste('
',RC.texteval('naive_bayes_via_caret$results'),'
',sep=''))
a<-table.row.end(a)
a<-table.row.start(a)
a<-table.element(a,paste('
',RC.texteval('naive_bayes_via_caret$finalModel$tuneValue'),'
',sep=''))
a<-table.row.end(a)
a<-table.row.start(a)
a<-table.element(a,paste('
',RC.texteval('print.naive_bayes(naive_bayes_via_caret$finalModel)'),'
',sep=''))
a<-table.row.end(a)
a<-table.row.start(a)
z <- cbind(x, predict(naive_bayes_via_caret$finalModel, x, type = 'prob'))
a<-table.element(a,paste('
',RC.texteval('z'),'
',sep=''))
a<-table.row.end(a)
a<-table.end(a)
table.save(a,file='mytable.tab')