Threshold	Precision	Recall	Accuraccy	F1 Score
0	0.5	1.0	0.5	0.6666666666666666
1e-10	0.5	1.0	0.5	0.6666666666666666
1e-09	0.5	1.0	0.5	0.6666666666666666
1e-08	0.5	1.0	0.5	0.6666666666666666
1e-07	0.5	1.0	0.5	0.6666666666666666
1e-06	0.5	1.0	0.5	0.6666666666666666
1e-05	0.49664192294096854	0.9866573033707865	0.49332865168539325	0.6607100869974136
0.0001	0.4780058651026393	0.9157303370786517	0.45786516853932585	0.628131021194605
0.001	0.46674225245653816	0.8672752808988764	0.43820224719101125	0.6068796068796068
0.01	0.46886912325285895	0.7773876404494382	0.44838483146067415	0.5849405548216645
0.02	0.4836142322097378	0.7254213483146067	0.47542134831460675	0.5803370786516854
0.03	0.5136668385765859	0.699438202247191	0.5186095505617978	0.592328278322926
0.04	0.5333716915995397	0.6509831460674157	0.5407303370786517	0.5863377609108159
0.05	0.5583850931677019	0.6313202247191011	0.5660112359550562	0.5926170072511536
0.06	0.5813953488372093	0.6144662921348315	0.5860252808988764	0.597473540457494
0.07	0.6015793251974156	0.5884831460674157	0.5993679775280899	0.594959176428825
0.08	0.6320681642137878	0.5730337078651685	0.6197331460674157	0.6011049723756906
0.09	0.6592409240924092	0.5610955056179775	0.6355337078651685	0.6062215477996965
0.1	0.6785403996524761	0.5484550561797753	0.644311797752809	0.6066019417475729
0.11	0.6943192064923355	0.5407303370786517	0.6513342696629213	0.6079747335175681
0.12	0.7168560606060606	0.5316011235955056	0.660814606741573	0.6104838709677419
0.13	0.7317554240631163	0.5210674157303371	0.6650280898876404	0.6086956521739131
0.14	0.7451381780962129	0.5112359550561798	0.668188202247191	0.6064139941690962
0.15	0.7619047619047619	0.5056179775280899	0.6738061797752809	0.6078514140987759
0.16	0.7796052631578947	0.49929775280898875	0.6790730337078652	0.6087328767123288
0.17	0.78839590443686	0.4866573033707865	0.6780196629213483	0.601823708206687
0.18	0.7972027972027972	0.4803370786516854	0.6790730337078652	0.5994741454864154
0.19	0.8086642599277978	0.47191011235955055	0.680126404494382	0.5960088691796009
0.2	0.8170731707317073	0.4705056179775281	0.6825842696629213	0.5971479500891266
0.21	0.8238213399503722	0.46629213483146065	0.6832865168539326	0.5955156950672645
0.22	0.8350383631713555	0.4585674157303371	0.6839887640449438	0.5920217588395286
0.23	0.8429319371727748	0.45224719101123595	0.6839887640449438	0.5886654478976234
0.24	0.857335127860027	0.4473314606741573	0.6864466292134831	0.5879095523765574
0.25	0.8672199170124482	0.44030898876404495	0.6864466292134831	0.584070796460177
0.26	0.8706536856745479	0.4396067415730337	0.6871488764044944	0.5842277181521232
0.27	0.8758815232722144	0.43609550561797755	0.6871488764044944	0.5822784810126582
0.28	0.8782234957020058	0.43047752808988765	0.6853932584269663	0.5777568331762488
0.29	0.8838235294117647	0.4220505617977528	0.6832865168539326	0.5712927756653993
0.3	0.8877245508982036	0.4164325842696629	0.6818820224719101	0.5669216061185468
0.31	0.8905775075987842	0.41151685393258425	0.6804775280898876	0.5629202689721422
0.32	0.8921417565485362	0.4066011235955056	0.6787219101123596	0.5586107091172214
0.33	0.8967136150234741	0.4023876404494382	0.6780196629213483	0.5555016965584101
0.34	0.9028662420382165	0.3981741573033708	0.6776685393258427	0.5526315789473685
0.35	0.9073170731707317	0.39185393258426965	0.6759129213483146	0.5473271211378127
0.36	0.908485856905158	0.38342696629213485	0.6724016853932584	0.5392592592592592
0.37	0.9070945945945946	0.3771067415730337	0.6692415730337079	0.5327380952380952
0.38	0.9094017094017094	0.37359550561797755	0.668188202247191	0.5296167247386759
0.39	0.9149305555555556	0.37008426966292135	0.6678370786516854	0.527
0.4	0.9154929577464789	0.3651685393258427	0.6657303370786517	0.5220883534136547
0.41	0.9197860962566845	0.36235955056179775	0.6653792134831461	0.5198992443324937
0.42	0.9202898550724637	0.35674157303370785	0.6629213483146067	0.5141700404858299
0.43	0.9244935543278084	0.35252808988764045	0.6618679775280899	0.5104219623792577
0.44	0.9273743016759777	0.3497191011235955	0.6611657303370787	0.50790413054564
0.45	0.9303201506591338	0.34691011235955055	0.6604634831460674	0.5053708439897698
0.46	0.9315589353612167	0.3441011235955056	0.6594101123595506	0.5025641025641026
0.47	0.9344894026974951	0.34058988764044945	0.6583567415730337	0.49922799794132783
0.48	0.9339805825242719	0.3377808988764045	0.6569522471910112	0.4961320268179474
0.49	0.9349112426035503	0.33286516853932585	0.6548455056179775	0.490937338166753
0.5	0.9338677354709419	0.32724719101123595	0.6520365168539326	0.484659386375455
0.51	0.9350912778904665	0.3237359550561798	0.6506320224719101	0.4809598330725091
0.52	0.9363449691991786	0.3202247191011236	0.6492275280898876	0.4772370486656201
0.53	0.9352818371607515	0.3146067415730337	0.6464185393258427	0.4708355228586443
0.54	0.9365750528541226	0.31109550561797755	0.6450140449438202	0.467053241960991
0.55	0.9420600858369099	0.3082865168539326	0.6446629213483146	0.46455026455026455
0.56	0.9458874458874459	0.3068820224719101	0.6446629213483146	0.4634146341463415
0.57	0.9454148471615721	0.30407303370786515	0.6432584269662921	0.46014877789585545
0.58	0.9449339207048458	0.3012640449438202	0.6418539325842697	0.45686900958466453
0.59	0.9467849223946785	0.29985955056179775	0.641502808988764	0.4554666666666667
0.6	0.9481981981981982	0.29564606741573035	0.639747191011236	0.45074946466809424
0.61	0.9519450800915332	0.29213483146067415	0.6386938202247191	0.44707146695325095
0.62	0.9516129032258065	0.29002808988764045	0.6376404494382022	0.4445640473627557
0.63	0.958041958041958	0.288623595505618	0.6379915730337079	0.4436049649217485
0.64	0.9571428571428572	0.28230337078651685	0.6348314606741573	0.4360086767895879
0.65	0.9612590799031477	0.27879213483146065	0.6337780898876404	0.432226456178552
0.66	0.9656862745098039	0.27668539325842695	0.6334269662921348	0.43013100436681223
0.67	0.9656019656019657	0.27598314606741575	0.6330758426966292	0.4292736209721464
0.68	0.9676616915422885	0.2731741573033708	0.6320224719101124	0.42606790799561883
0.69	0.9676616915422885	0.2731741573033708	0.6320224719101124	0.42606790799561883
0.7	0.9674185463659147	0.2710674157303371	0.6309691011235955	0.42347778387273727
0.71	0.9670050761421319	0.2675561797752809	0.6292134831460674	0.41914191419141916
0.72	0.966321243523316	0.261938202247191	0.6264044943820225	0.4121546961325967
0.73	0.9661458333333334	0.26053370786516855	0.6257022471910112	0.4103982300884956
0.74	0.9683377308707124	0.2577247191011236	0.6246488764044944	0.4070992789794787
0.75	0.9696969696969697	0.24719101123595505	0.6197331460674157	0.3939563514269726
0.76	0.9691011235955056	0.2422752808988764	0.6172752808988764	0.38764044943820225
0.77	0.9689265536723164	0.24087078651685392	0.6165730337078652	0.3858267716535433
0.78	0.9686609686609686	0.23876404494382023	0.6155196629213483	0.38309859154929576
0.79	0.9713467048710601	0.238061797752809	0.6155196629213483	0.3824027072758037
0.8	0.9712643678160919	0.23735955056179775	0.6151685393258427	0.38148984198645597
0.81	0.9712643678160919	0.23735955056179775	0.6151685393258427	0.38148984198645597
0.82	0.9710982658959537	0.23595505617977527	0.6144662921348315	0.37966101694915255
0.83	0.9709302325581395	0.2345505617977528	0.6137640449438202	0.3778280542986425
0.84	0.9707602339181286	0.23314606741573032	0.613061797752809	0.37599093997734995
0.85	0.9706744868035191	0.2324438202247191	0.6127106741573034	0.375070821529745
0.86	0.9734513274336283	0.23174157303370788	0.6127106741573034	0.37436188315371527
0.87	0.973293768545994	0.2303370786516854	0.6120084269662921	0.37251561612720047
0.88	0.9730538922155688	0.22823033707865167	0.6109550561797753	0.36973833902161546
0.89	0.9759036144578314	0.22752808988764045	0.6109550561797753	0.3690205011389522
0.9	0.9759036144578314	0.22752808988764045	0.6109550561797753	0.3690205011389522
0.91	0.9759036144578314	0.22752808988764045	0.6109550561797753	0.3690205011389522
0.92	0.9759036144578314	0.22752808988764045	0.6109550561797753	0.3690205011389522
0.93	0.9756838905775076	0.22542134831460675	0.6099016853932584	0.3662293211637193
0.94	0.975609756097561	0.2247191011235955	0.6095505617977528	0.365296803652968
0.95	0.9755351681957186	0.22401685393258428	0.6091994382022472	0.364363221016562
0.96	0.9753086419753086	0.22191011235955055	0.6081460674157303	0.36155606407322655
0.97	0.9753086419753086	0.22191011235955055	0.6081460674157303	0.36155606407322655
0.98	0.9752321981424149	0.22120786516853932	0.6077949438202247	0.3606182026330853
0.99	0.9746031746031746	0.21558988764044945	0.6049859550561798	0.3530764807360552
Area under precision recall curve: 0.7370708991425453