• QR Code (size=2)
• QR Code (size=3)
• QR Code (size=4)
• QR Code (size=5)
• QR Code (size=6)

1.68388468429391	1.93319119270835	1.15885956261745	0.714433225926523	0.797464665043858	1.07107093813008	1.46593362091526	1.16263698840092	1.32508846807253	1.50777631709874	1.50493347788596	2.0363610422596	1.41859885741655	1.14819819521054	1.19561428570498	1.47214600768511
1.97013498348259	1.1495560230906	1.96131740897289	2.29822125861233	1.46171411358413	0.925578821943017	1.80212776249297	1.48584580499017	1.24901831796711	1.89676949762139	1.84908497812767	1.79779403084189	1.66474291020727	1.85005294356253	2.03810681291281	1.83682702673364
-0.149145498337484	-0.367035622129262	-0.26372273721471	-0.177761902856891	-0.504126761399189	-0.736316043522933	-0.456471027869584	-0.863768407832222	-0.00196321995033854	-0.63411301527141	-0.309907652949382	-1.01344430427742	-0.707401357582456	-0.522582280569705	-0.866877134504008	-0.586569011091784
1.00860169362894	1.61652512695271	1.24458187448335	1.23620923916546	3.22751751805068	2.95313240578348	1.18265475197998	1.46187048415328	1.56389488514952	1.5865183360537	0.603191426564215	0.832084759869149	1.42217044491841	1.60070228060276	1.99848449420006	1.65710959351477
-0.348737037453921	-0.254952880112279	-0.49046925578653	-0.286835453478978	-0.294638079328915	-0.826325646581282	-0.471958609465285	-0.666465673173245	0.0961557276002508	-0.63411301527141	-0.181587387180335	-0.582737762845363	-0.473967036064062	-0.353498565657018	-0.723775486503739	-0.444505988020737
1.80811296508635	1.39772380710423	1.37101450794204	1.54332359420686	1.47677685403457	1.52992990483742	1.66181055108139	1.40865231887385	1.46628524976265	1.72640913128874	1.35604043520753	1.74777687310703	2.09723049251396	1.83804398278494	1.93825306752948	1.56709942179164
-0.198333000156451	-0.385140906981983	-0.637184084204144	-0.5180834966782	-0.504126761399189	-0.74357854071354	-0.288470184789534	-0.730918012141795	0.413899233647852	-0.63411301527141	-0.386379510698964	-0.424746694230592	-0.429891679562098	-0.410808039412709	-0.845457841700739	-0.538185484622515
1.82777718894945	2.2613479879098	1.96236689040166	1.97451391448613	1.28605747007624	1.2732542164831	1.70391716561858	1.65296018695604	1.56982978007612	1.88711468835368	1.67706005258579	1.90710579427196	1.44703019149375	1.35501175756492	1.03642390542332	1.55078919567108
0.175194282740777	0.883943535362881	0.509777107263194	0.479813501510068	1.93883126702521	1.99837415209721	0.924649327712012	1.07729054342518	1.10589657862711	1.43146469663593	0.603191426564215	0.823014392793336	0.927883326521932	0.78668818770074	0.97619247875273	1.12666129037384
-0.398217766048258	-0.237396575203711	-0.158403432301088	-0.177761902856891	-0.504126761399189	-0.588483169228163	-0.350760736041796	-0.618584827424161	0.215013082789908	-0.63411301527141	-0.197533734332575	-0.266755625615821	-0.446281280038738	-0.245154412206413	-0.773907017700604	-0.546387349242696
-0.414413546692959	-0.360059896623701	-0.401389120245761	-0.31527261432449	-0.452492997156619	-0.83031722397835	-0.498259502299008	-0.83003290276834	0.23508174031843	-0.63411301527141	-0.400566985423248	-0.462988162298097	-0.504199514553364	-0.46184531832538	-0.773907017700604	-0.425408080470233
1.66307443641185	1.67699546599734	1.51086554970652	1.64105691492105	1.33613889127783	1.31586628817444	1.85993252821609	1.36384795549052	1.16615000877264	1.64144565394875	1.54715781972421	1.73559338711176	1.52895214343038	1.37750615486177	1.29265244786787	1.271439367861
1.63938729374486	0.991206458708868	1.26618029671415	1.40972679474423	2.3091183666284	2.60189691027948	2.13529015552118	1.64752858781117	1.44092503479353	2.03955066179907	1.22613820234594	1.50057813737768	1.61502000389102	1.43056079678458	1.46862766833394	1.48476551999952
-0.274205699734948	-0.254944933098827	-0.228616302243502	-0.408689430182717	-0.504126761399189	-0.829562223414608	-0.171793045515874	-0.410815228171118	0.319366753257469	-0.63411301527141	-0.420522699138233	-0.565511369561497	-0.409399439527414	-0.28753716547904	-0.70235619370047	-0.374142953262757
1.42084119523472	1.90264005453353	2.26651992078586	2.02437772691083	1.19736310367311	1.3972244244014	1.90299520029103	1.5094271841106	1.30043730634416	1.80543491693754	1.22613820234594	1.10964577616423	1.04201300072079	1.68838461086524	1.65481851212944	1.6190666343581
0.538061394022926	0.376139391185843	1.25175636848656	1.61232549547422	1.32953860862862	0.565978730614031	0.778765843560416	0.911257613641191	1.21974178203193	1.04758024401432	1.54705617056626	1.94058856687111	2.01250981966304	1.9436480114209	1.84262282570282	1.52209417307516
1.25751334780465	1.66694359074064	1.48359606563556	1.50731830319501	1.21121841716635	0.977402269477196	1.24492950592345	1.03727312118958	1.04806705423163	1.50590899942338	1.05411327680407	1.14595944768341	0.8637346702748	0.568295573567541	1.1238613450494	1.40598884357979
1.12246756102371	1.55149143378805	1.32249741703631	1.46502604830317	2.65223585502905	2.32511018919344	1.56152354956338	0.810949450264303	0.994253567439877	1.2792974217384	0.905220234125627	0.965480745104215	1.42467168165007	1.51221570208101	1.18072701789258	1.31964864034075
-0.402213679263777	-0.30630560217421	-0.303217213232219	-0.395392283516894	-0.452492997156619	-0.611782978729544	-0.20180781955124	-0.63425568959155	0.440979808430848	-0.63411301527141	-0.181587387180335	-0.386505226163087	-0.480767882552658	-0.505445969472517	-0.70235619370047	-0.481357620134162
-0.296456250240047	-0.358447686844104	-0.407678208778546	-0.253165831923602	-0.504126761399189	-0.664018162092897	-0.378501072520734	-0.90175551262711	0.0813387968064665	-0.63411301527141	-0.309907652949382	-0.424746694230592	-0.626444160569168	-0.455253491065412	-0.70235619370047	-0.444541593849251
1.93448989985509	2.05549468909845	1.28370064828099	1.47567904598884	1.28605747007624	1.3972244244014	1.88091022599863	1.09797642278321	1.03265583831324	1.58608345581461	1.50493347788596	1.74051564382619	1.42245883399381	1.15087177570715	0.97619247875273	1.18890070052147
1.82777718894945	2.29936650759143	1.71168362872175	1.54312123515806	1.03045776059736	1.03959243172158	1.5102834885369	1.38418708274099	1.3583371656449	1.81896147316668	1.22613820234594	1.60868360395105	1.53059681522274	1.71633513518928	1.50714964583277	1.50880597919641
-0.363111361531171	-0.207958018040367	-0.296069815332139	-0.32082559090775	-0.504126761399189	-0.664806436414107	-0.232383962818914	-0.630746650672648	0.266047227068521	-0.63411301527141	-0.309907652949382	-0.527269901493992	-0.524843239054622	-0.346778203350502	-0.70235619370047	-0.396138426348858
-0.66697247105201	-0.481821372139858	-0.234905390776287	-0.327732524532747	-0.349225468671477	-0.606968784051053	-0.17525719966868	-0.728726272707955	0.421438024401044	-0.63411301527141	-0.10687440185871	-0.28692768764646	-0.575567957578608	-0.32469125361513	-0.680936900897201	-0.366682112478422
-0.550575293344052	-0.566774845988496	-0.412924559192143	-0.360885425503952	-0.244363994722256	-0.655178047057123	-0.0450908671090521	-0.609864063314405	0.508938020895151	-0.63411301527141	-0.158722809878175	-0.424746694230592	-0.334940120069573	-0.41823173242226	-0.773907017700604	-0.343440406410235
1.39136273164086	1.60671746335347	1.46039646737996	1.68955680318924	4.04299432473434	3.44033091203291	1.14753596560466	0.604090888044641	0.748796174348512	1.03155611118955	1.26826089502624	1.20556136935331	1.35949868515846	0.897775849042605	0.888755039126653	1.41604267213075
1.97935137286131	2.50356966650667	1.74849414846016	2.03862756118988	1.40222664375559	1.3972244244014	2.00450267663693	2.0018200369885	1.85337432696355	2.12738962958669	1.84908497812767	2.17814188196203	2.08211890843471	2.09329753907009	1.99848449420006	1.87069312865065
1.38450778382515	1.36507239946729	1.20390730330181	1.18044595753669	1.71470308407669	1.61841639706074	1.17170738663033	1.04160212033187	1.05620437898426	1.26481400543322	1.37503124502438	1.96388373459696	1.91538721254469	1.43665346788652	1.50714964583277	1.38693738537695
1.76229507242358	1.7507459883547	1.56143236721169	1.51965358058682	1.27730616964411	0.710247970448846	1.03318959994272	1.31453430647067	1.48681536195057	1.51314446805207	1.22613820234594	1.28831534094847	1.02394467797731	1.21160850961341	1.32894605479621	1.73068258210443
-0.39081613612976	-0.277759638646843	-0.268110778261012	-0.367792359128949	-0.504126761399189	-0.720278196610784	-0.13170693155751	-0.478343249892947	0.419790170580484	-0.63411301527141	-0.0709723409914843	-0.424746694230592	-0.409399439527414	-0.313357374394344	-0.587966784093797	-0.36262973183584
1.21260512020315	0.873031284441645	1.57967928766875	1.43241458268521	1.24514092710591	1.14382882233673	1.18018978101437	0.94804297431056	0.830676392993326	1.33939511553957	1.39816312788782	1.26502017322262	1.34679926670839	1.4296311004248	1.42790500840728	1.56001633671189
1.22984913192434	0.908103969323352	0.983476776836888	1.27860215778061	1.74739602379937	1.37505063225367	1.19560619706803	1.15441232586468	1.2291320184821	1.58504202836779	1.52806536074941	1.49070053987945	1.40966662208479	1.53582460017376	1.16293349315519	1.58817681965032
-0.500949640261073	-0.338322869101395	-0.296069815332139	-0.458336302375348	-0.504126761399189	-0.629428865840878	-0.303656890332713	-0.74702995809234	0.430405960749136	-0.63411301527141	-0.14568532631311	-0.483160224328736	-0.284215401545588	-0.302257033531828	-0.773907017700604	-0.448260358077287
1.67862685409323	1.80167094741228	1.78243591588525	1.65526664110173	1.72625720719391	1.45570296695534	1.32865897076281	1.3571837967801	1.30326768340925	1.5735108604011	0.881986702104233	1.35879729767526	1.61502000389102	1.59084199795169	1.36003095014306	1.28179343314496
0.75779024849224	0.833980841191541	1.70603468579486	1.6090647060859	1.99889458855985	2.5035421573631	1.94299741800813	1.36186622530383	1.1933680073742	1.43293712989007	1.84908497812767	1.60853995596435	0.675949893434388	1.08426848340269	1.46752732712002	1.58011415483422
0.629786066726297	1.09482481081141	1.64705600595527	1.9062123514253	1.6459005634238	1.20719733650538	1.25719329976717	0.534462814450248	0.7149828424996	1.1933707529082	0.881986702104233	1.44993612373777	1.54960455449479	1.52748084617409	1.97787538624222	1.2938927075063
-0.557603214307695	-0.453668709730978	-0.366282685274553	-0.361402146088122	-0.504126761399189	-0.616597173408036	-0.3395407310555	-0.746155518143561	0.147649155450211	-0.63411301527141	-0.43822791871843	-0.620979230912868	-0.575567957578608	-0.544625756269372	-0.70235619370047	-0.401247911833994
-0.392372875482061	-0.410923455582076	-0.484180167253745	-0.338838477699266	-0.504126761399189	-0.684869669082163	-0.277478851015809	-0.550303276704122	0.646810464917377	-0.63411301527141	-0.12282074901095	-0.424746694230592	-0.423242317540076	-0.24009345254922	-0.866877134504008	-0.433649358825527
-0.600301974514196	-0.523580551599136	-0.591986465727186	-0.470796212583605	-0.504126761399189	-0.616597173408036	-0.298735060476649	-0.723394951164334	0.28657516816839	-0.63411301527141	-0.57170754220944	-0.527269901493992	-0.656525154591895	-0.503114198582496	-0.70235619370047	-0.542794819951879
-0.0310169085756758	-0.131669614049565	-0.573303628880724	-0.606952967009466	-0.504126761399189	-0.582848139468948	-0.00455136398161723	-0.452193240347585	0.909983543699558	-0.63411301527141	-0.197533734332575	-0.386505226163087	-0.429891679562098	-0.345403369709321	-0.680936900897201	-0.433072001612992
-0.339321401155357	-0.209809464904885	-0.234905390776287	-0.31527261432449	-0.452492997156619	-0.58687405982623	-0.119217393397508	-0.578263286090297	0.439441308723117	-0.63411301527141	-0.345809713816608	-0.369278832879221	-0.531492601076644	-0.461214314961882	-0.516415960093663	-0.347627066873631
-0.399309086937849	-0.336337680451509	-0.39424172234568	-0.429899141529836	-0.452492997156619	-0.803865030190084	-0.162229287267013	-0.62290032651167	0.618191390426651	-0.63411301527141	-0.181587387180335	-0.28692768764646	-0.29805827955825	-0.170936873559619	-0.70235619370047	-0.422668495589137
1.97113770454667	2.06164835190407	1.93564531115118	1.85176902559786	1.27730616964411	1.23378721058401	1.71363723603563	1.39449419835394	1.50351942143238	1.6565413952727	1.39826477704578	1.67867264859928	1.16568529992961	1.79969085589138	1.8541813817308	1.75404752932323
-0.471764399902348	-0.367314658896076	-0.614699152384716	-0.49839613697155	0.054862686094936	-0.664806436414107	-0.327934525063075	-0.635439484404452	-0.0922945597155894	-0.63411301527141	-0.384620638271008	-0.647862514794258	-0.592109042521823	-0.5327082991868	-0.70235619370047	-0.405824568752719
-0.526171100452374	-0.471873825956011	-0.492370303273012	-0.463889278958608	-0.504126761399189	-0.636691897632859	-0.279742080014648	-0.516771588688633	0.0656062814563367	-0.63411301527141	-0.296870169384316	-0.483160224328736	-0.51100036104196	-0.402910935411846	-0.773907017700604	-0.429569800824991
-0.343379777312056	-0.471648442101189	-0.510238156838389	-0.466597193042082	-0.400859232914048	-0.58687405982623	-0.0984842637304645	-0.465046158053223	0.578367321441296	-0.63411301527141	-0.309907652949382	-0.52432423274722	-0.429891679562098	-0.406103426420479	-0.795326310503873	-0.392998675558713
-0.308566051221585	-0.418380463701817	-0.449932041649833	-0.252328595466035	-0.504126761399189	-0.745975924436682	-0.487928204083348	-0.842948255015036	-0.0640304954820102	-0.63411301527141	-0.183346259608291	-0.562565700814724	-0.60580043606791	-0.367542210400162	-0.795326310503873	-0.508590178547074
1.25356189183147	1.22206128263926	0.889229239048168	0.63630969651299	1.42252142660055	1.79075257308679	1.52619393432607	1.01027931692132	1.02743193010699	1.35168505529166	1.57028970258766	1.83404704565767	1.70920045016262	1.5294316584212	1.86323193366066	1.8188277420683
2.32017602288164	0.68503254564766	1.58661763993406	2.1118850117811	1.46171411358413	0.683812438339152	1.04118896448336	0.827584237573397	0.913313552111806	1.27493111214319	0.924109394784532	1.25000631849344	1.07077799759616	0.991318498856194	1.26816445751866	1.16650081137627
2.05443825096519	0.99084381578775	0.0809464664410397	-0.613971268026778	0.0773354901480474	1.33616532009095	1.91584621977931	1.34564612190601	1.45428936636049	1.96986256756387	1.26826089502624	1.89082498598267	2.30215668126012	2.23137011304925	1.93825306752948	1.41951640171096
-0.278023550006097	-0.274910500308408	-0.331176250303346	-0.327732524532747	-0.504126761399189	-0.616597173408036	-0.281634404660527	-0.702837091805052	0.294072016434641	-0.63411301527141	-0.309907652949382	-0.424746694230592	-0.555075717543924	-0.429375558424003	-0.773907017700604	-0.423351209213299
-0.390075671161556	-0.351168146957747	-0.296069815332139	-0.333285501116006	-0.504126761399189	-0.724304116968067	-0.134107031285194	-0.578707460224382	0.49990267292117	-0.63411301527141	-0.309907652949382	-0.424746694230592	-0.561725079565946	-0.324164688801281	-0.630805369700335	-0.465615000656059
0.431628528346862	0.664850592018605	1.26506029749199	1.24649071712159	1.13127535119536	0.484620594387069	0.586000495900427	0.09281924810983	0.307533811523783	0.812342309392714	0.798449884127488	0.89242199648993	1.1843593764035	0.861737649160746	1.56738107250336	1.31600053613804
-0.444665493978943	-0.53368194727146	-0.400530810878465	-0.355332448920692	-0.504126761399189	-0.817485531545509	-0.363902140003896	-0.759882875797978	0.0913603018505121	-0.63411301527141	-0.496994556887815	-0.703330376145629	-0.555075717543924	-0.678322376633058	-0.731068432094066	-0.37758869802181
-0.249033774676369	-0.378216857121643	-0.366282685274553	-0.417439231321579	-0.504126761399189	-0.582848139468948	0.0157274733345005	-0.69681467580428	0.762022183007398	-0.63411301527141	-0.43822791871843	-0.228514157548316	-0.429891679562098	-0.160495356810042	-0.723775486503739	-0.41484586091946
1.74398352419551	1.418110238235	1.57917837187327	1.39185137702333	1.08994523042591	1.14011854193112	1.55176786166431	1.05498829701407	1.21851622831345	1.5128940860234	1.84908497812767	2.07003641538866	1.88093046401066	1.7799209325719	1.9300602653289	1.69294077253281
0.828314349888658	1.12175510736991	1.05869032960495	1.11069000540165	2.14713270169224	1.8936894750806	1.26945050671595	0.85276903540329	0.855535488774226	1.28952570679211	0.751982820084701	0.89719037920512	0.927883326521932	1.22232511561051	1.40729590044943	1.19969719945004
-0.108246869010936	-0.20229045853027	-0.435637245849673	-0.423829444362406	-0.347631523207397	-0.607757058372262	-0.0674434291668465	-0.666349167171408	0.49990267292117	-0.63411301527141	-0.258059244929916	-0.424746694230592	-0.480767882552658	-0.415586315016346	-0.680936900897201	-0.384043926664506
-0.547908838102007	-0.534629533235857	-0.496801670405524	-0.606952967009466	-0.504126761399189	-0.587662334147439	-0.264194019547735	-0.593621703042631	0.433482960164597	-0.63411301527141	-0.361756060968848	-0.468856371395848	-0.473967036064062	-0.525128790818119	-0.773907017700604	-0.457721002064601
-0.761648608070686	-0.694777031298043	-0.86207288137569	-0.660826668855662	-0.504126761399189	-0.766039157104739	-0.324810898692679	-0.882760732785574	0.548804032367446	-0.63411301527141	-0.0709723409914843	-0.52432423274722	-0.650027277036449	-0.390406383067528	-0.70235619370047	-0.44740201188637
-0.371404833843724	-0.358158827876758	-0.468842633334397	-0.621255744731588	-0.452492997156619	-0.756410767747756	-0.242961999186168	-0.749414546388467	0.208110519648263	-0.63411301527141	-0.12282074901095	-0.424746694230592	-0.253982923056286	-0.187297486681839	-0.70235619370047	-0.400171948377221
1.38939255475407	1.42542085780109	1.15821816231593	0.925604203215311	1.0086560674599	0.988943108981963	1.23309092268193	0.788404887351156	1.12912594224349	1.20975830370765	1.39826477704578	1.37132288939004	1.51885212792167	1.63554712863736	1.71223435557958	1.31995967302985
1.4298363519234	1.5749414979617	1.53888929939148	1.51969474918463	1.65951470652134	1.63758721339185	1.5380519401477	1.38298084921015	1.21159517631679	1.57106932881111	1.2683625441842	1.42357763943489	1.04714566350405	1.04655510421596	1.56985203455849	1.62504502762141
-0.51160173397886	-0.56970757308891	-0.613656414265529	-0.915127290915868	-0.504126761399189	-0.604519946937563	-0.20594284576667	-0.552687865000249	0.378247675260851	-0.63411301527141	-0.14568532631311	-0.576869553747612	-0.416048801549436	-0.246304915393679	-0.70235619370047	-0.446806606894828
2.19167344773068	2.1082147051258	1.81398419834833	1.3969421859082	0.912137569135096	1.18386167155639	1.78119907991737	1.27628839293156	1.36530948980197	1.58903675552517	1.05411327680407	1.51236894432769	2.15853515412404	1.78931986602576	1.63365923356464	1.71203094202938
-0.488188965013262	-0.441304628613072	-0.414825606678626	-0.431253098571573	-0.504126761399189	-0.619834819444109	-0.300260859342133	-0.594819406174926	0.210702588051947	-0.63411301527141	-0.334531102679498	-0.283982018899687	-0.501260122587342	-0.422311921333275	-0.795326310503873	-0.457663594078691
-0.449224780199782	-0.424091373235388	-0.43373619836319	-0.463889278958608	-0.452492997156619	-0.617385447729246	-0.300797707084386	-0.583400293956186	0.313613800464445	-0.63411301527141	-0.384620638271008	-0.468856371395848	-0.642833761045808	-0.461836865675757	-0.70235619370047	-0.515887533166765
1.95081314431541	1.70781509021387	1.28377988925782	1.20805082205184	1.20626457669835	1.28551599735134	1.6164828573286	1.22975269355047	1.37792089216165	1.66995670378384	1.24937173436734	1.58177654802429	1.91663942787631	1.65665686598025	1.70596234482718	1.64163773856407
1.40284040337492	1.70272427283984	1.85880165098025	1.87786814247494	1.33679363947265	0.743578476154754	1.0615556129209	1.07742421532413	1.47894076569732	1.51407324217058	1.05411327680407	1.26162113831509	1.01019773491929	0.751082509070956	1.32322421465076	1.44641566917789
-1.04696007015312	-0.641066526396109	-0.234905390776287	-0.212268760869833	-0.25948746992456	-0.659992241735615	-0.173496716442018	-0.658957985330621	0.411416519356998	-0.63411301527141	-0.174669157030416	-0.52432423274722	-0.575719442045183	-0.329236572353968	-0.659517608093932	-0.403733250008639
-0.429296209349508	-0.416923219278701	-0.398629763391983	-0.423829444362406	-0.452492997156619	-0.624614671162386	-0.232038246012474	-0.635753244217308	0.35347981193674	-0.63411301527141	-0.235194667627757	-0.483160224328736	-0.524843239054622	-0.49629281939438	-0.70235619370047	-0.408633059115536
-0.0753056377080241	-0.115485841358763	-0.318782501989668	-0.177761902856891	-0.504126761399189	-0.655966321378333	-0.130977205777947	-0.676256816444997	0.430405960749136	-0.63411301527141	-0.12282074901095	-0.366333164132448	-0.598909889010419	-0.209408205976996	-0.795326310503873	-0.416599923784644
-0.625089883261618	-0.480152579320501	-0.270011825747495	-0.274375543270721	-0.504126761399189	-0.607757058372262	-0.11615793513896	-0.795693614293863	0.526628237447019	-0.63411301527141	-0.0709723409914843	-0.386505226163087	-0.429891679562098	-0.397922932967725	-0.773907017700604	-0.401704015782745
1.19938741505348	1.0368938267439	1.31324456536995	1.55953956276125	1.47368181450047	0.943462853590078	1.30102784458515	0.927392998443844	0.796563334314055	1.26677270686738	1.22613820234594	1.29738570802428	1.26175574649222	1.09888222749738	1.50714964583277	1.43866154284629
1.33054768567844	0.913164516772323	1.9127584849684	1.7090207478596	1.20396338632232	1.09379409447537	1.84718560040863	1.74179898632704	1.66033418796494	1.81122689027683	1.50493347788596	1.75353414761952	1.66247365505775	2.10218016996567	2.03810681291281	1.68109723490567
0.448867640771722	0.838826880282925	1.42258310706034	1.36412069401253	1.09439449529219	0.680667372546901	0.74884157061017	1.03535921572081	0.892452372278594	1.28017985091536	0.756225542289237	0.928503491149317	1.05070815589868	0.992476634124604	1.18127718849954	1.40537128126327
1.59099843926339	0.940099865342657	1.0496016342877	1.26807777711163	1.272202156583	1.09935846953718	1.31604822835127	0.851156011790863	1.19772246010613	1.20372663915949	0.775318001264046	1.00110890401494	1.60400217265181	1.32469732377704	1.50769981643973	1.54586606399645
2.36920671825996	2.16479399698343	2.11005131168241	2.04904828169444	1.32953860862862	1.45828352871186	2.19160482037738	1.99666319172096	2.00054794606721	2.35356724841402	1.84908497812767	2.17814188196203	2.30215668126012	1.90039367434636	1.85363121112384	1.99507869602326
1.63814874543435	1.48778245541194	1.87578390164246	1.73417471650386	1.16048224776995	1.27639928227535	1.92483930644996	1.22466435504368	1.45339134313915	1.66435870351542	0.947241277647974	1.46168767397101	2.15864167863801	1.71881484434412	1.77438657369835	1.65970035778445
-0.453700402241185	-0.520036787573138	-0.468842633334397	-0.423829444362406	-0.153149183425342	-0.60294286369377	-0.299563735665706	-0.871603763807095	0.0616876586638335	-0.63411301527141	-0.309907652949382	-0.629793108757391	-0.575416473112033	-0.514066277382385	-0.773907017700604	-0.494240579101275
1.513753089752	1.60737863432409	1.89218100226043	1.70222261576708	1.09439449529219	1.16356263963988	1.82702287877802	1.34504402632746	1.53676811900475	1.74065433445081	1.39826477704578	1.57056718202592	1.9815149401853	1.86055345523188	1.5338054881813	1.34138822824917
1.61339406626047	1.38597305146754	1.81398419834833	1.67087272514913	1.15388196512074	1.05989146363809	1.52220626977898	1.46133596032827	1.45307956227837	1.65354850947343	1.22613820234594	1.50057813737768	1.46286863163485	1.58520478217814	1.87142473586124	1.57217139481984
-0.276997942862561	-0.188398639590477	-0.346513784222694	-0.442359051738093	-0.504126761399189	-0.639897517510792	-0.106709190074328	-0.674065077011157	0.466166873248966	-0.63411301527141	-0.147444198741066	-0.480214555581963	-0.707401357582456	-0.483680356548268	-0.723775486503739	-0.444121275618018
-0.292526050770583	-0.303233363119631	-0.43373619836319	-0.396229519974461	-0.504126761399189	-0.653549510422983	-0.382159159444099	-0.640759837761968	0.502979672336631	-0.63411301527141	-0.222157184062691	-0.424746694230592	-0.29805827955825	-0.25994743192796	-0.70235619370047	-0.37211112258204
-0.585649436944535	-0.326077848212529	-0.337465338836131	-0.613859900634463	-0.400859232914048	-0.580431328513598	-0.326716087200263	-0.764459203527945	0.226113803970337	-0.63411301527141	-0.0709723409914843	-0.582737762845363	-0.379166961038112	-0.430235855200529	-0.609386076897066	-0.526737308069765
-0.314125727009409	-0.306932692198278	-0.468842633334397	-0.252328595466035	-0.504126761399189	-0.611782978729544	-0.203133237337797	-0.689984174099414	0.502494741324853	-0.63411301527141	-0.10687440185871	-0.272623834713572	-0.429891679562098	-0.374392559620289	-0.70235619370047	-0.392372032272152
-0.471241702323311	-0.455661922329473	-0.43373619836319	-0.32082559090775	-0.504126761399189	-0.655178047057123	-0.195941594288038	-0.821949161654956	0.230286314568691	-0.63411301527141	-0.235194667627757	-0.620979230912868	-0.75147671408442	-0.561787375778649	-0.638098315290663	-0.479507860132476
-0.392808443763876	-0.500422218826719	-0.540913224677085	-0.333285501116006	-0.504126761399189	-0.677671937205789	-0.280756212342399	-0.555633133432299	0.295610516142371	-0.63411301527141	-0.183346259608291	-0.228514157548316	-0.60580043606791	-0.332934842535096	-0.845457841700739	-0.435830291547919
0.724021851124932	1.01498311012248	1.23804576489119	1.43390153273925	1.09439449529219	0.959365353428545	1.39185823720726	1.19698789118148	1.22634153459685	1.42078406683113	1.23038092455048	1.39019255110353	1.5675663527243	1.36653120271938	1.54677196454552	1.08930962900952
-0.462591872471531	-0.319978802451359	-0.276300914280279	-0.389002070476067	-0.452492997156619	-0.688926546394838	-0.219825049494674	-0.689984174099414	0.430405960749136	-0.63411301527141	-0.14568532631311	-0.424746694230592	-0.450383919596781	-0.26931957732192	-0.773907017700604	-0.374132928972793
1.23884474180076	1.294729630842	1.34248198187592	1.12616008098734	0.843244050679595	0.895323191886763	1.16168294354932	0.927741539960783	0.832373536783734	1.34681035593971	0.947342926805926	0.973865599571573	1.29757123487186	1.3446499946043	1.09665533209391	1.28644574710254
-0.852966244461058	-0.655059941307158	-0.623290805725429	-0.355332448920692	-0.504126761399189	-0.775699038018489	-0.524011361499488	-0.658957985330621	0.131184370835867	-0.63411301527141	-0.10687440185871	-0.331037364811715	-0.430043164028673	-0.180214591483621	-0.723775486503739	-0.525504032808225
1.12418138453602	1.18939294013915	1.07083988712862	0.84008378755739	1.07489399253076	1.39031538893853	1.60404589455262	1.12396301033947	1.04157448469148	1.57540282600981	1.84908497812767	1.89136685060442	2.03404246859146	1.4951640034632	1.50714964583277	1.43424117352407
0.971701981671484	0.963843642707308	1.24020016327134	1.5036609310344	1.30462545364179	0.924340788816659	1.04300878779553	0.856454702532928	0.957935217934952	1.20324380900366	0.947444575963878	0.942417754238162	0.781319638539093	0.628932971117141	0.895027049879056	0.927248535341608
0.94500441241902	0.649252438790414	0.862675707666914	1.17271787989665	1.79185974967787	1.26430807038291	1.02519903202435	1.17477675885355	1.09158803247703	1.34063284304903	1.09623596948436	1.31999536314167	0.981033643604611	1.51340111337493	1.73944036853507	1.35567917781888
1.9485980848441	1.74991093856373	1.73611039613257	1.1734608004092	0.60711118664945	1.08951797074919	1.43034989977868	1.30687580197446	1.48201776511278	1.66650337814457	1.22613820234594	1.5881088760994	1.66236713054378	1.22599729577378	1.38345564132135	1.5604095890882
-0.349500260918509	-0.478772295293362	-0.69454641378703	-0.499750094013287	-0.101515419182772	-0.586033797513299	-0.405394274652921	-0.666779432986101	0.418736601884531	-0.63411301527141	-0.12282074901095	-0.462988162298097	-0.60580043606791	-0.467344667044226	-0.773907017700604	-0.488069782891025
0.98210359327183	1.09834313740388	1.21515893870841	1.01755856769266	0.891832145585741	1.40763420597224	1.79315038753253	1.12010884562873	1.18368708854641	1.42187429620189	1.05411327680407	0.646921619896599	0.735951583279823	0.813407675652583	0.8944768792721	1.28365165227793
1.95254954081728	2.01040696946087	1.83330300118741	1.73298480742621	1.15388196512074	1.18200967225899	1.87613892565937	1.54931798460694	1.66794556673888	1.80346225838982	1.07724515966751	1.32009943479848	1.5675663527243	1.34337584882001	1.37244725590032	1.43347723226497
-1.10852039389974	-1.2026457122618	-1.10240414312649	-1.13270807988076	-0.948421526201686	-1.09894388858768	-0.935770049401469	-1.37438114351261	-1.05580216284133	-0.63411301527141	-1.47648391856003	-1.1589027634314	-1.01025976520554	-1.24176668368342	-1.00997878250428	-1.14568446001919
-0.254020953501318	-0.265511263369989	-0.090433871237867	-0.230009650990487	-0.296049921149365	0.0149352304120008	-0.853282632286997	0.421566553987683	-1.05580216284133	-0.63411301527141	-0.155724211679074	-0.369246153507521	-0.483216451760885	-0.465906224033064	-0.375753315805039	-0.438078277056602
-0.988153985478649	-1.16451936036728	-1.06532807612489	-1.14451883600302	-0.893865510923486	-1.07947460518365	-0.855331237176895	-1.38754782103111	-1.05580216284133	-0.63411301527141	-1.61453303892214	-1.06599768323733	-0.858809455612882	-1.16117580137653	-0.773907017700604	-1.12047273783422
-0.327011794773335	-0.0796102325331224	-0.358317981689636	-0.242369679684294	-0.620235407839643	0.146065977965091	-0.69942149305875	0.68599398448894	-1.05580216284133	-0.63411301527141	0.305524280197019	-0.412354758923997	-0.620398293081349	-0.355920481886641	-0.315521889134451	-0.369529037727554
-0.96311843633342	-1.17630078646571	-1.07132628090947	-1.11408389508008	-0.893865510923486	-1.13734428370484	-0.826230652150616	-1.30917527554585	-1.05580216284133	-0.63411301527141	-1.54475621129391	-1.08357060642321	-0.954229130885996	-1.19893171972758	-0.845457841700739	-1.11046639582633
-0.547057400590607	-0.427220206661005	-0.481550470856494	-0.533325925069038	-0.38536647630625	0.0155656946058069	-0.831576731414913	0.543069056342596	-1.05580216284133	-0.63411301527141	-0.00871035599857995	-0.431433181606214	-0.608423321960514	-0.354089979542646	-0.415375634517787	-0.198452917543009
-1.03579288842195	-1.17756420049227	-1.09430650334969	-1.09526237757698	-0.893865510923486	-1.1025098134304	-0.796398511052188	-1.34836154828848	-1.05580216284133	-0.63411301527141	-1.54565350667597	-1.08182989406717	-0.935639019198362	-1.2197096190174	-0.70235619370047	-1.10889969274821
-1.13110565493753	-1.18388295001583	-1.08631250334327	-1.08215689696551	-0.975115384571952	-1.11407790779805	-0.891353278538708	-1.42642033396088	-1.05580216284133	-0.63411301527141	-1.57242933659906	-1.08203413949798	-0.9872864672895	-1.23513101388992	-0.70235619370047	-1.1479803920375
0.0369853755438816	-0.0578870979111897	-0.204762081059236	-0.195863359377039	-0.620235407839643	0.268184186585994	-0.752201479004661	0.625349925074326	-1.05580216284133	-0.63411301527141	0.305524280197019	-0.0924985605814737	-0.346034610440422	-0.215461710441547	-0.416971531720721	-0.288796396988965
-0.214504215351852	-0.134795266234497	-0.170014366675632	-0.16171706776359	-0.620235407839643	-0.0119330476453725	-0.783395919956292	0.42693149661563	-1.05580216284133	-0.63411301527141	-0.0615041210519246	-0.315934216657118	-0.622628518145323	-0.144649657470108	-0.39636242376288	-0.187895672292791
-1.26202160041367	-1.1861475094558	-1.08940901516105	-1.09346012509984	-0.948120662254818	-1.11997753881189	-0.989006146653276	-1.40040073873674	-1.05580216284133	-0.63411301527141	-1.4985170904844	-1.10997178673206	-0.948282787063085	-1.2260422719451	-0.845457841700739	-1.06291089504797
-0.971728880279043	-1.17550195247582	-1.07921664114552	-1.0853375589896	-0.909359490704368	-1.10941022345552	-0.721402781652955	-1.40040073873674	-1.05580216284133	-0.63411301527141	-1.54475621129391	-1.10986966401665	-0.92674758527104	-1.18020952194641	-0.70235619370047	-1.09452045866228
-0.632236207708176	-0.473950042434005	-0.509599788381386	-0.412102376503041	-0.48600839569154	-0.154473126043822	-0.783682328768223	0.442710056318256	-1.05580216284133	-0.63411301527141	-0.00871035599857995	-0.315934216657118	-0.450950959150882	-0.320226607964012	-0.336130997092291	-0.503814552390384
-0.936265952952402	-1.19588932787413	-1.11450613127493	-1.13531700780321	-0.893865510923486	-1.07466041050516	-0.811038599633798	-1.38754782103111	-1.05580216284133	-0.63411301527141	-1.61453303892214	-1.06833233447295	-0.92117179448249	-1.20837165713085	-0.723775486503739	-1.21632396557288
-0.282113192599104	-0.25086663557691	-0.331415345763875	-0.452428682463393	-0.620235407839643	0.117345700610316	-0.832543375007152	0.684583182837204	-1.05580216284133	-0.63411301527141	-0.155724211679074	-0.487386176067996	-0.451798559808059	-0.356024163137827	-0.315521889134451	-0.420728024206748
-0.449255955759479	-0.590378902728593	-0.467006995539939	-0.16171706776359	-0.620235407839643	-0.334785191429116	-0.871269629198129	0.0913032582085888	-1.05580216284133	-0.63411301527141	0.0844661657352435	-0.434074239217593	-0.582569115239517	-0.437728581979629	-0.415375634517787	-0.45384097199182
-1.06487858826485	-1.18430403365838	-1.08710700138158	-1.10676293841374	-1.04891019712528	-1.10632322909763	-0.766344755139424	-1.34836154828848	-1.05580216284133	-0.63411301527141	-1.47497938366567	-1.12346934632627	-0.968696355601867	-1.24883936095473	-0.773907017700604	-1.05579423934338
-1.06502161011008	-1.19016031911796	-1.09330472577064	-1.11431547130926	-0.917132702693054	-1.09794310957641	-0.906279878682896	-1.33550863058284	-1.05580216284133	-0.63411301527141	-1.54062079280748	-1.0947335147818	-1.00175369200537	-1.19334709896724	-0.773907017700604	-1.20804663729311
-0.471929211093503	-0.42571289280257	-0.468706599419115	-0.52072126569029	-0.458142664494504	-0.0833882345525246	-0.848060013717373	0.206127781840356	-1.05580216284133	-0.63411301527141	0.305524280197019	-0.496261267316286	-0.582569115239517	-0.303394097630367	-0.415375634517787	-0.367885274587545
-0.372967962639236	-0.260677275816654	-0.303366028238982	-0.371531439857748	-0.402061062116604	0.0831548743572381	-0.871502352441236	0.26598182132145	-1.05580216284133	-0.63411301527141	0.0860470655696033	-0.530494781484472	-0.39891658512424	-0.415808329153284	-0.556447595816805	-0.463544839150953
-0.306585061955503	-0.13595697097812	-0.313451094909539	-0.266501938468199	-0.38536647630625	0.0239869400440704	-0.794403534686982	0.640999860642248	-1.05580216284133	-0.63411301527141	-0.00871035599857995	-0.253747188558425	-0.346034610440422	-0.0959728689410626	-0.375753315805039	-0.493067615264873
-1.0952709217126	-1.17349952016154	-1.08810877896063	-1.09403692520289	-0.9090586267575	-1.10653573378769	-0.91600539361925	-1.33519487076998	-1.05580216284133	-0.63411301527141	-1.54062079280748	-1.09706816601743	-0.94681024201088	-1.20182281758679	-0.70235619370047	-1.15868717613709
-0.260047228168402	-0.211190478637685	-0.634587554932786	-0.338873170862678	-0.620235407839643	0.14421397866769	-0.769458940225839	0.528402896194349	-1.05580216284133	-0.63411301527141	0.137259930788588	-0.369246153507521	-0.5038329338347	-0.33669692050517	-0.336130997092291	-0.294675285734892
-1.01842130486468	-1.18467711821273	-1.09001839309354	-1.09802426267229	-0.893865510923486	-1.1134361438128	-0.93873358699046	-1.40040073873674	-1.05580216284133	-0.63411301527141	-1.54565350667597	-1.0947335147818	-0.973555515099732	-1.24820946886724	-0.723775486503739	-1.02226923188533
-1.03557646104233	-1.18473921624594	-1.09571037932049	-1.09128010610899	-0.959320540844202	-1.11616412314467	-0.843210849650571	-1.37438114351261	-1.05580216284133	-0.63411301527141	-1.54475621129391	-1.09706816601743	-0.913752905607374	-1.21571108691029	-0.752487724897335	-1.01401833880098
-0.31537344604364	-0.305572402981171	-0.38912610398135	-0.300892860766588	-0.569823437959343	-0.00847650660538864	-0.719937305231674	0.635459534302503	-1.05580216284133	-0.63411301527141	0.0440834090547647	-0.335012639339335	-0.5038329338347	-0.254513433351115	-0.336130997092291	-0.461131214773879
-0.615029584037744	-0.387782845638195	-0.491669643252987	-0.486574974076842	-0.620235407839643	0.00179673813027581	-0.782591032290247	0.308270090273404	-1.05580216284133	-0.63411301527141	-0.364908648709017	-0.442949330465884	-0.39891658512424	-0.395718846304015	-0.375753315805039	-0.523619564690365
-0.18170444491915	-0.162475498148493	-0.361042680730521	-0.337385148244299	-0.318259920615595	0.117345700610316	-0.73030617288169	0.645193524970906	-1.05580216284133	-0.63411301527141	0.305524280197019	-0.332371581727955	-0.556388947933873	-0.239573365874459	-0.496216169146216	-0.291531414058354
-0.513194549070983	-0.485302713011485	-0.650830634128516	-0.451939421093511	-0.620235407839643	0.152635224105953	-0.89089282828015	0.356418277261971	-1.05580216284133	-0.63411301527141	-0.029960849726516	-0.434074239217593	-0.465156155335691	-0.234015205785891	-0.435984742475628	-0.443840578459195
-1.10303072683697	-1.18262657756806	-1.08380321002305	-1.09959493892025	-0.932626682473936	-1.11918926449068	-0.828462546328498	-1.40040073873674	-1.05580216284133	-0.63411301527141	-1.52121850447518	-1.10986966401665	-0.967960083075765	-1.2514335074888	-0.680936900897201	-1.19177895270563
-0.3196052001401	-0.199893054769231	-0.170014366675632	-0.272926583500043	-0.569823437959343	-0.134174094127312	-0.764068320483426	0.433669520390302	-1.05580216284133	-0.63411301527141	-0.00871035599857995	-0.251106130947046	-0.445387273919053	-0.348615943247194	-0.336130997092291	-0.287389045362364
-0.482821882913462	-0.400211739268391	-0.528623240123368	-0.412102376503041	-0.195239882155558	-0.257351829290891	-0.850547607959857	0.456999398569276	-1.05580216284133	-0.63411301527141	-0.229768470460355	-0.47718284463407	-0.535250825787527	-0.427861377771154	-0.415375634517787	-0.422556078112475
-0.556912478832757	-0.414766523978463	-0.49557512961894	-0.597784489813294	-0.267679831126778	-0.0270463770855347	-0.915497369992984	0.264763639049772	-1.05580216284133	-0.63411301527141	-0.322944992194179	-0.47718284463407	-0.582569115239517	-0.573288717131331	-0.415375634517787	-0.518053646882737
-1.04295893561336	-1.17873655005548	-1.07781276517473	-1.08510598276042	-0.909359490704368	-1.10088359359834	-0.859797266888664	-1.37438114351261	-1.05580216284133	-0.63411301527141	-1.61453303892214	-1.08113383247217	-0.858809455612882	-1.17767498011359	-0.845457841700739	-1.12338249521426
-1.18495950809223	-1.19052798681426	-1.11080024152466	-1.09921040551822	-0.944606394207827	-1.08831472021942	-0.834419810687737	-1.36121446599412	-1.05580216284133	-0.63411301527141	-1.47497938366567	-1.12346934632627	-0.968696355601867	-1.24883936095473	-0.680936900897201	-1.20959203941275
-0.608579428410583	-0.488109893906737	-0.653036516615293	-0.807598861907452	0.196052160225375	0.112667624466738	-0.91277766407587	0.235663403631503	-1.05580216284133	-0.63411301527141	0.159553993409851	-0.539369872732763	-0.619550692424172	-0.614933320878011	-0.375753315805039	-0.438894547395501
-1.07281375238528	-1.17761464016291	-1.08710700138158	-1.09246624895492	-0.974814520625084	-1.11134992846618	-0.790499955022471	-1.36121446599412	-1.05580216284133	-0.63411301527141	-1.51708308598875	-1.09250098626158	-0.940498178696227	-1.22354057889211	-0.70235619370047	-1.11675783737615
-0.16631898538942	-0.177732787202444	-0.249594862113396	-0.307072875113492	-0.620235407839643	0.220894038751073	-0.868840716752124	0.54877921376201	-1.05580216284133	-0.63411301527141	0.0440834090547647	-0.323496490479665	-0.529687140555698	-0.207459750039624	-0.336130997092291	-0.252929406956822
-0.731007441073246	-0.419105381878998	-0.309545608543586	-0.310662262911192	-0.301565334805241	-0.106552514015096	-0.860072346298012	0.581927015432055	-1.05580216284133	-0.63411301527141	-0.322944992194179	-0.253747188558425	-0.39891658512424	-0.302969025828755	-0.355144207847198	-0.488369526027746
-1.16554984076083	-1.18581886434841	-1.08111655653326	-1.07778502609408	-1.01444312676633	-1.15420136189359	-0.995665687972444	-1.40008697892389	-1.05580216284133	-0.63411301527141	-1.54565350667597	-1.0947335147818	-0.941214809986912	-1.20892326681655	-0.70235619370047	-1.04605949613178
0.0861442476094347	0.0284564920700568	-0.325235765459271	-0.439824023084645	-0.42992679331364	0.0102179835685393	-0.931239878893027	0.330228036105738	-1.05580216284133	-0.63411301527141	0.158510424516524	-0.315934216657118	-0.451798559808059	-0.463389938964327	-0.556447595816805	-0.421809008137374
-0.179918099567809	-0.117456663640788	-0.534262436094433	-0.421871778647644	-0.525081100576642	0.0785996360746956	-0.751402749246248	0.386266486895778	-1.05580216284133	-0.63411301527141	0.210766858628835	-0.210638583141949	-0.29400023641378	-0.133403219827423	-0.494620271943283	-0.468180807659608
-0.272956466034367	-0.365279997138121	-0.38912610398135	-0.549275341560545	-0.575493070456942	0.21247279331281	-0.748504108405498	0.549371175012529	-1.05580216284133	-0.63411301527141	0.212347758463195	-0.315934216657118	-0.39891658512424	-0.282312972679553	-0.496216169146216	-0.370677122485383
-1.11224629267568	-1.18803778655067	-1.08252043250405	-1.09246624895492	-0.893865510923486	-1.17702406545029	-0.830496543365708	-1.32202819325149	-1.05580216284133	-0.63411301527141	-1.61039762043571	-1.0947335147818	-0.913752905607374	-1.20037993685902	-0.845457841700739	-1.14984715820268
-1.09716760034261	-1.18161972500654	-1.07770912540436	-1.09227398225391	-0.932626682473936	-1.11207634977551	-0.891446000191221	-1.37406738369976	-1.05580216284133	-0.63411301527141	-1.54475621129391	-1.10986966401665	-0.913752905607374	-1.22455218391197	-0.752487724897335	-0.986623299956047
-0.553608446096808	-0.367999822870937	-0.458621532748558	-0.304482248564288	-0.620235407839643	0.0155656946058069	-0.906777431981912	0.165675717169263	-1.05580216284133	-0.63411301527141	0.305524280197019	-0.315934216657118	-0.538328651508678	-0.0943565395569453	-0.556447595816805	-0.301378581912979
-1.10353992421689	-1.18435690123651	-1.08710700138158	-1.09246624895492	-0.963313778088832	-1.10129652972907	-0.791007978648737	-1.33519487076998	-1.05580216284133	-0.63411301527141	-1.54889162978034	-1.0947335147818	-0.976115244476984	-1.24728993753419	-0.630805369700335	-1.04028706942623
-1.13657430982165	-1.18348013044815	-1.09520464115837	-1.08552982569061	-0.893865510923486	-1.10632322909763	-0.878621793256403	-1.40040073873674	-1.05580216284133	-0.63411301527141	-1.61453303892214	-1.0947335147818	-0.911193176230123	-1.19871372885805	-0.587966784093797	-1.15076375913677
-0.345798323348875	-0.257770324720176	-0.233904705197711	-0.514296620658446	-0.620235407839643	0.137644732526827	-0.788489675658925	0.634470359992715	-1.05580216284133	-0.63411301527141	0.159553993409851	-0.262622279806716	-0.39891658512424	-0.229103891436221	-0.355144207847198	-0.319976965746825
-0.542068351039614	-0.317614402386305	-0.38912610398135	-0.418282390849944	-0.38536647630625	0.0700555527753959	-0.907943993097018	0.327123222227385	-1.05580216284133	-0.63411301527141	0.0456643088891245	-0.434074239217593	-0.498269248602871	-0.363851357798125	-0.39636242376288	-0.405572225919701
-0.459400133128519	-0.347077119923023	-0.530322844002544	-0.387970117719137	-0.183718596785049	0.0628558424407273	-0.784422319686026	0.660365891410435	-1.05580216284133	-0.63411301527141	-0.00871035599857995	-0.434074239217593	-0.39891658512424	-0.303394097630367	-0.315521889134451	-0.426911270845776
-0.246204029286576	-0.390854216656058	-0.393031590347303	-0.307072875113492	-0.273517583232894	0.126313743081232	-0.915562266741226	0.242996797369508	-1.05580216284133	-0.63411301527141	0.0647965718416673	-0.380762302367191	-0.39891658512424	-0.282312972679553	-0.315521889134451	-0.299856433220161
-1.08979369630002	-1.18306625474274	-1.09899671199759	-1.1224380374195	-0.920559369293752	-1.10229730874034	-0.942046219980107	-1.32202819325149	-1.05580216284133	-0.63411301527141	-1.61453303892214	-1.06599768323733	-0.952405674034847	-1.18103986857727	-0.845457841700739	-1.25321236977885
-1.05669203613581	-1.17398768767638	-1.10460251713559	-1.10695520511476	-0.952113899499448	-1.10632322909763	-0.880106725613148	-1.34804778847562	-1.05580216284133	-0.63411301527141	-1.56829391811263	-1.11220431525227	-0.976115244476984	-1.23956043666534	-0.845457841700739	-1.21208656738096
-0.269311763531773	-0.202369226418691	-0.440104359614178	-0.473970314698094	-0.569823437959343	0.123914946751179	-0.787612422610493	0.499949155574404	-1.05580216284133	-0.63411301527141	-0.00871035599857995	-0.207997525530569	-0.550303622629513	-0.238250282454014	-0.496216169146216	-0.341449692061981
-0.270210214009533	-0.160128986994181	-0.530322844002544	-0.409511749953837	-0.575493070456942	0.228093749085742	-0.69732274365639	0.757761901251037	-1.05580216284133	-0.63411301527141	0.232017352356771	-0.0924985605814737	-0.346882211097598	-0.232488487779581	-0.375753315805039	-0.571972614729439
-0.687278462733237	-0.562181684836618	-0.69790340339539	-0.8417451535209	-0.620235407839643	-0.160919534323649	-0.901793026166675	0.255139338121932	-1.05580216284133	-0.63411301527141	-0.00871035599857995	-0.442949330465884	-0.477652766529056	-0.414311335987763	-0.375753315805039	-0.359448041976408
-1.07923165583838	-1.17993750966848	-1.10449887736522	-1.09963424844841	-0.932626682473936	-1.11616412314467	-0.874523728536175	-1.37438114351261	-1.05580216284133	-0.63411301527141	-1.57332663198113	-1.0834684837078	-0.912665721282328	-1.19597400551745	-0.680936900897201	-1.21051488683287
-1.08889369422886	-1.18401398909071	-1.08631250334327	-1.08729276863959	-0.924552606538382	-1.09224391000324	-0.748504108405498	-1.36121446599412	-1.05580216284133	-0.63411301527141	-1.54475621129391	-1.0947335147818	-0.913752905607374	-1.20233777968448	-0.70235619370047	-1.1597873601175
-0.381761354424942	-0.415836410627381	-0.274797894159982	-0.16171706776359	-0.569823437959343	0.0424339726631803	-0.836008573125767	0.351839106081089	-1.05580216284133	-0.63411301527141	-0.0102912558329397	-0.315934216657118	-0.373062378403242	-0.129089143321027	-0.435984742475628	-0.373561725152512
-0.543088539669675	-0.375242650554996	-0.579095217148594	-0.496589006906386	-0.620235407839643	-0.106552514015096	-0.757706193966598	0.442281399094605	-1.05580216284133	-0.63411301527141	0.212347758463195	-0.272825611240642	-0.261734743803776	-0.119543844371461	-0.336130997092291	-0.372111722898538
-0.971728880279043	-1.17565970127922	-1.09351200531138	-1.09108783940798	-0.940347450266133	-1.10632322909763	-0.808334443848764	-1.40040073873674	-1.05580216284133	-0.63411301527141	-1.54296162052977	-1.0947335147818	-0.994705356164617	-1.23060256262195	-0.659517608093932	-1.20705261553807
-0.316950008889357	-0.261255287591041	-0.354378389597746	-0.446248668116489	-0.525081100576642	0.117345700610316	-0.695209940925688	0.460705825057641	-1.05580216284133	-0.63411301527141	-0.637179628389777	-0.315934216657118	-0.346882211097598	-0.322562729005063	-0.535838487858964	-0.454247802730735
-0.214109868774592	-0.263394133918067	-0.237810191563664	-0.276760601982684	-0.569823437959343	0.131114657085847	-0.786120519350414	0.604310434579373	-1.05580216284133	-0.63411301527141	0.138840830622948	-0.210638583141949	-0.450950959150882	-0.159998029428003	-0.315521889134451	-0.254833123199742
-1.0247472357107	-1.17646178888029	-1.10131618445849	-1.07778502609408	-0.893865510923486	-1.08141431019431	-0.825651661207437	-1.36121446599412	-1.05580216284133	-0.63411301527141	-1.54062079280748	-1.11056572561164	-0.913752905607374	-1.19009062272589	-0.70235619370047	-1.1300025144618
-0.493388335867535	-0.304009185820701	-0.280402984405111	-0.26674656915314	-0.569823437959343	0.117345700610316	-0.808032716626809	0.569378301688926	-1.05580216284133	-0.63411301527141	-0.00712945616422014	-0.326137548091044	-0.299563921645609	-0.221396388641491	-0.315521889134451	-0.321281113302157
-0.443223075946443	-0.381076747905168	-0.477092062210496	-0.61163254112548	-0.553128852148988	-0.183193403398597	-0.881135058386114	0.356487512456061	-1.05580216284133	-0.63411301527141	-0.417702413762362	-0.390965633801117	-0.483216451760885	-0.431334579909381	-0.475607061188376	-0.321949664448951
-1.02404357483319	-1.17804982275047	-1.08631250334327	-1.0942291919039	-0.913352727948999	-1.11537584882346	-0.745378902229274	-1.36121446599412	-1.05580216284133	-0.63411301527141	-1.5691912134947	-1.1059985458558	-0.975378971950881	-1.22975648563477	-0.723775486503739	-1.15150686728896
-1.08255826437137	-1.18175132997202	-1.07932028091589	-1.07855409289814	-0.893865510923486	-1.07638761082576	-0.810042908651392	-1.37438114351261	-1.05580216284133	-0.63411301527141	-1.58596261823492	-1.06599768323733	-0.913752905607374	-1.20874860618157	-0.752487724897335	-1.02419653479724
-0.469714151622194	-0.431717504861506	-0.49557512961894	-0.423385345223256	-0.351480972627787	0.137644732526827	-0.842761507820784	0.576596010672621	-1.05580216284133	-0.63411301527141	-0.00871035599857995	-0.590040751971786	-0.634603489266158	-0.432950909293498	-0.355144207847198	-0.586554724839012
-0.603617665667786	-0.406711549985892	-0.577395613269418	-0.418282390849944	-0.620235407839643	-0.368222715627352	-0.917865349209832	-0.0390679350813914	-1.05580216284133	-0.63411301527141	-0.00871035599857995	-0.315934216657118	-0.502985333177523	-0.298783285220712	-0.496216169146216	-0.438299420525822
-1.16994615505856	-1.20003246644836	-1.09599913919669	-1.09227398225391	-0.944340687510763	-1.09929497170653	-0.965544207610857	-1.38692030140539	-1.05580216284133	-0.63411301527141	-1.54475621129391	-1.12639793644149	-1.05112135121132	-1.30216108202255	-0.638098315290663	-1.07338760293042
-1.07133059230306	-1.17872246863293	-1.07781276517473	-1.08652370183553	-0.893865510923486	-1.11134992846618	-0.75480764046481	-1.34836154828848	-1.05580216284133	-0.63411301527141	-1.61453303892214	-1.06599768323733	-0.858809455612882	-1.16117580137653	-0.845457841700739	-1.17507064707489
-1.06487858826485	-1.19058577999848	-1.09880689113827	-1.1357408507334	-0.932626682473936	-1.11113742377612	-0.867198078655661	-1.34836154828848	-1.05580216284133	-0.63411301527141	-1.51708308598875	-1.12336722361087	-0.94681024201088	-1.21816101614224	-0.659517608093932	-1.15993235279375
-1.11354465650677	-1.17706026030247	-1.0801147789542	-1.09246624895492	-0.9090586267575	-1.08708277354812	-0.794911558313248	-1.37438114351261	-1.05580216284133	-0.63411301527141	-1.54062079280748	-1.10833319709143	-0.967960083075765	-1.23952212991721	-0.795326310503873	-1.07480934809006

library(rpart)
library(partykit)
par1 <- as.numeric(par1)
autoprune <- function ( tree, method='Minimum CV'){
xerr <- tree$cptable[,'xerror']
cpmin.id <- which.min(xerr)
if (method == 'Minimum CV Error plus 1 SD'){
xstd <- tree$cptable[,'xstd']
errt <- xerr[cpmin.id] + xstd[cpmin.id]
cpSE1.min <- which.min( errt < xerr )
mycp <- (tree$cptable[,'CP'])[cpSE1.min]
}
if (method == 'Minimum CV') {
mycp <- (tree$cptable[,'CP'])[cpmin.id]
}
return (mycp)
}
conf.multi.mat <- function(true, new)
{
if ( all( is.na(match( levels(true),levels(new) ) )) )
stop ( 'conflict of vector levels')
multi.t <- list()
for (mylev in levels(true) ) {
true.tmp <- true
new.tmp <- new
left.lev <- levels (true.tmp)[- match(mylev,levels(true) ) ]
levels(true.tmp) <- list ( mylev = mylev, all = left.lev )
levels(new.tmp)  <- list ( mylev = mylev, all = left.lev )
curr.t <- conf.mat ( true.tmp , new.tmp )
multi.t[[mylev]] <- curr.t
multi.t[[mylev]]$precision <-
round( curr.t$conf[1,1] / sum( curr.t$conf[1,] ), 2 )
}
return (multi.t)
}
x <- t(y)
k <- length(x[1,])
n <- length(x[,1])
x1 <- cbind(x[,par1], x[,1:k!=par1])
mycolnames <- c(colnames(x)[par1], colnames(x)[1:k!=par1])
colnames(x1) <- mycolnames #colnames(x)[par1]
m <- rpart(as.data.frame(x1))
par2
if (par2 != 'No') {
mincp <- autoprune(m,method=par2)
print(mincp)
m <- prune(m,cp=mincp)
}
m$cptable
bitmap(file='test1.png')
plot(as.party(m),tp_args=list(id=FALSE))
dev.off()
bitmap(file='test2.png')
plotcp(m)
dev.off()
cbind(y=m$y,pred=predict(m),res=residuals(m))
myr <- residuals(m)
myp <- predict(m)
bitmap(file='test4.png')
op <- par(mfrow=c(2,2))
plot(myr,ylab='residuals')
plot(density(myr),main='Residual Kernel Density')
plot(myp,myr,xlab='predicted',ylab='residuals',main='Predicted vs Residuals')
plot(density(myp),main='Prediction Kernel Density')
par(op)
dev.off()
load(file='createtable')
a<-table.start()
a<-table.row.start(a)
a<-table.element(a,'Model Performance',6,TRUE)
a<-table.row.end(a)
a<-table.row.start(a)
a<-table.element(a,'#',header=TRUE)
a<-table.element(a,'Complexity',header=TRUE)
a<-table.element(a,'split',header=TRUE)
a<-table.element(a,'relative error',header=TRUE)
a<-table.element(a,'CV error',header=TRUE)
a<-table.element(a,'CV S.D.',header=TRUE)
a<-table.row.end(a)
for (i in 1:length(m$cptable[,1])) {
a<-table.row.start(a)
a<-table.element(a,i,header=TRUE)
a<-table.element(a,round(m$cptable[i,'CP'],3))
a<-table.element(a,m$cptable[i,'nsplit'])
a<-table.element(a,round(m$cptable[i,'rel error'],3))
a<-table.element(a,round(m$cptable[i,'xerror'],3))
a<-table.element(a,round(m$cptable[i,'xstd'],3))
a<-table.row.end(a)
}
a<-table.end(a)
table.save(a,file='mytable.tab')