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	0.5	1.0	0.5	0.6666666666666666
0.0001	0.5	1.0	0.5	0.6666666666666666
0.001	0.5200599925009374	0.9706088173547935	0.5374387683694891	0.67724609375
0.01	0.5753246753246753	0.9300209937018894	0.6217634709587124	0.7108852634394223
0.02	0.6216981132075472	0.9223233030090973	0.6805458362491252	0.7427444350521274
0.03	0.691817215727949	0.9111266620013996	0.7526242127361792	0.7864693446088795
0.04	0.7842298288508558	0.8978306508047585	0.8254023792862142	0.8371941272430669
0.05	0.8692628650904033	0.8747375787263821	0.8715885234429671	0.8719916288803627
0.06	0.9142431021625652	0.8579426172148356	0.8887333799860042	0.8851985559566787
0.07	0.9402985074626866	0.8376487053883834	0.8922323303009098	0.8860103626943006
0.08	0.9539094650205762	0.8110566829951015	0.8859342197340798	0.8767019667170953
0.09	0.9567796610169491	0.7900629811056683	0.877186843946816	0.8654656956688387
0.1	0.9620141342756183	0.762071378586424	0.8659902029391182	0.8504490433424443
0.11	0.9657039711191335	0.7487753673897831	0.8610916724982505	0.8435159637366969
0.12	0.9675625579240037	0.7305808257522743	0.8530440867739678	0.8325358851674641
0.13	0.9673076923076923	0.7039888033589923	0.8400979706088173	0.8149048197650871
0.14	0.9683168316831683	0.6843946815955213	0.831000699790063	0.8019680196801968
0.15	0.9707955689828801	0.6745976207137858	0.8271518544436669	0.7960363336085879
0.16	0.9717457114026236	0.6738978306508048	0.8271518544436669	0.7958677685950413
0.17	0.9717171717171718	0.6731980405878236	0.8268019594121764	0.7953699875981811
0.18	0.9755849440488301	0.6710986703988804	0.8271518544436669	0.7951907131011609
0.19	0.9775051124744376	0.668999300209937	0.8268019594121764	0.7943498130452846
0.2	0.9784394250513347	0.6668999300209937	0.8261021693491952	0.7931751976695797
0.21	0.9803921568627451	0.6648005598320503	0.8257522743177047	0.79232693911593
0.22	0.9803719008264463	0.6641007697690693	0.8254023792862142	0.7918231122236129
0.23	0.9803719008264463	0.6641007697690693	0.8254023792862142	0.7918231122236129
0.24	0.9803719008264463	0.6641007697690693	0.8254023792862142	0.7918231122236129
0.25	0.9803516028955532	0.6634009797060881	0.8250524842547236	0.7913188647746243
0.26	0.9803108808290155	0.6620013995801259	0.8243526941917425	0.7903091060985797
0.27	0.9802904564315352	0.6613016095171449	0.8240027991602519	0.7898035938152946
0.28	0.98125	0.6592022393282015	0.8233030090972708	0.7886144830473001
0.29	0.9822546972860126	0.6585024492652204	0.8233030090972708	0.7884373690825304
0.3	0.9832285115303984	0.6564030790762772	0.8226032190342897	0.7872429710449014
0.31	0.9831756046267087	0.6543037088873338	0.821553533939818	0.7857142857142857
0.32	0.9831223628691983	0.6522043386983905	0.8205038488453464	0.7841817416912074
0.33	0.9831223628691983	0.6522043386983905	0.8205038488453464	0.7841817416912074
0.34	0.9830508474576272	0.6494051784464661	0.8191042687193841	0.7821323219553308
0.35	0.9830328738069989	0.6487053883834849	0.8187543736878936	0.781618887015177
0.36	0.9830148619957537	0.6480055983205039	0.8184044786564031	0.7811050189793336
0.37	0.9830148619957537	0.6480055983205039	0.8184044786564031	0.7811050189793336
0.38	0.9839743589743589	0.6445066480055983	0.8170048985304409	0.7788583509513742
0.39	0.9839228295819936	0.642407277816655	0.8159552134359692	0.777307366638442
0.4	0.9839055793991416	0.6417074877536739	0.8156053184044787	0.7767894959762812
0.41	0.9839055793991416	0.6417074877536739	0.8156053184044787	0.7767894959762812
0.42	0.9838187702265372	0.6382085374387684	0.8138558432470259	0.7741935483870968
0.43	0.9835526315789473	0.6277116864940517	0.8086074177746676	0.7663391712943187
0.44	0.9835345773874863	0.6270118964310707	0.8082575227431771	0.7658119658119659
0.45	0.9835164835164835	0.6263121063680895	0.8079076277116864	0.7652843095339888
0.46	0.9834983498349835	0.6256123163051085	0.8075577326801959	0.7647562018819504
0.47	0.9834801762114538	0.6249125262421273	0.8072078376487054	0.7642276422764228
0.48	0.9834619625137817	0.6242127361791463	0.8068579426172149	0.7636986301369864
0.49	0.9834619625137817	0.6242127361791463	0.8068579426172149	0.7636986301369864
0.5	0.9852272727272727	0.6067179846046186	0.7988103568929321	0.750974447812906
0.51	0.9852272727272727	0.6067179846046186	0.7988103568929321	0.750974447812906
0.52	0.9852272727272727	0.6067179846046186	0.7988103568929321	0.750974447812906
0.53	0.9852272727272727	0.6067179846046186	0.7988103568929321	0.750974447812906
0.54	0.9852104664391353	0.6060181945416375	0.7984604618614416	0.7504332755632582
0.55	0.9863325740318907	0.6060181945416375	0.7988103568929321	0.7507585609016039
0.56	0.9863325740318907	0.6060181945416375	0.7988103568929321	0.7507585609016039
0.57	0.9885714285714285	0.6053184044786564	0.7991602519244226	0.7508680555555556
0.58	0.9885714285714285	0.6053184044786564	0.7991602519244226	0.7508680555555556
0.59	0.988558352402746	0.6046186144156753	0.7988103568929321	0.7503256621797655
0.6	0.9880382775119617	0.5780265920223933	0.7855143456962911	0.7293598233995585
0.61	0.9880239520958084	0.5773268019594122	0.7851644506648006	0.7287985865724381
0.62	0.9880239520958084	0.5773268019594122	0.7851644506648006	0.7287985865724381
0.63	0.988009592326139	0.5766270118964311	0.78481455563331	0.7282368537339814
0.64	0.9891696750902527	0.5752274317704689	0.7844646606018194	0.727433628318584
0.65	0.9891696750902527	0.5752274317704689	0.7844646606018194	0.727433628318584
0.66	0.9891696750902527	0.5752274317704689	0.7844646606018194	0.727433628318584
0.67	0.9891696750902527	0.5752274317704689	0.7844646606018194	0.727433628318584
0.68	0.9891696750902527	0.5752274317704689	0.7844646606018194	0.727433628318584
0.69	0.9891696750902527	0.5752274317704689	0.7844646606018194	0.727433628318584
0.7	0.9891696750902527	0.5752274317704689	0.7844646606018194	0.727433628318584
0.71	0.9891696750902527	0.5752274317704689	0.7844646606018194	0.727433628318584
0.72	0.9891696750902527	0.5752274317704689	0.7844646606018194	0.727433628318584
0.73	0.9891696750902527	0.5752274317704689	0.7844646606018194	0.727433628318584
0.74	0.9903498190591074	0.5745276417074877	0.7844646606018194	0.7271922054915855
0.75	0.9888734353268428	0.49755073477956613	0.7459762071378586	0.6620111731843575
0.76	0.9902506963788301	0.49755073477956613	0.7463261021693492	0.6623195156031673
0.77	0.9902506963788301	0.49755073477956613	0.7463261021693492	0.6623195156031673
0.78	0.9902506963788301	0.49755073477956613	0.7463261021693492	0.6623195156031673
0.79	0.9902506963788301	0.49755073477956613	0.7463261021693492	0.6623195156031673
0.8	0.9902506963788301	0.49755073477956613	0.7463261021693492	0.6623195156031673
0.81	0.9902370990237099	0.49685094471658503	0.7459762071378586	0.6616961789375583
0.82	0.9902370990237099	0.49685094471658503	0.7459762071378586	0.6616961789375583
0.83	0.9902234636871509	0.49615115465360393	0.7456263121063681	0.661072261072261
0.84	0.9902234636871509	0.49615115465360393	0.7456263121063681	0.661072261072261
0.85	0.9902234636871509	0.49615115465360393	0.7456263121063681	0.661072261072261
0.86	0.9916083916083916	0.49615115465360393	0.7459762071378586	0.6613805970149254
0.87	0.9916083916083916	0.49615115465360393	0.7459762071378586	0.6613805970149254
0.88	0.9916083916083916	0.49615115465360393	0.7459762071378586	0.6613805970149254
0.89	0.9916083916083916	0.49615115465360393	0.7459762071378586	0.6613805970149254
0.9	0.9916083916083916	0.49615115465360393	0.7459762071378586	0.6613805970149254
0.91	0.9915966386554622	0.49545136459062283	0.7456263121063681	0.6607559496033598
0.92	0.9915966386554622	0.49545136459062283	0.7456263121063681	0.6607559496033598
0.93	0.9915966386554622	0.49545136459062283	0.7456263121063681	0.6607559496033598
0.94	0.9915966386554622	0.49545136459062283	0.7456263121063681	0.6607559496033598
0.95	0.9915966386554622	0.49545136459062283	0.7456263121063681	0.6607559496033598
0.96	0.9915966386554622	0.49545136459062283	0.7456263121063681	0.6607559496033598
0.97	0.9915966386554622	0.49545136459062283	0.7456263121063681	0.6607559496033598
0.98	0.9915730337078652	0.4940517844646606	0.7449265220433869	0.6595049042503504
0.99	0.9929378531073446	0.4919524142757173	0.7442267319804059	0.6579316799251287
Area under precision recall curve: 0.9390076155054541