| 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
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