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	0.49947423764458465	0.9978991596638656	0.4989495798319328	0.6657323055360898
0.0001	0.49036402569593146	0.9621848739495799	0.4810924369747899	0.649645390070922
0.001	0.4891540130151844	0.9474789915966386	0.4789915966386555	0.6452074391988555
0.01	0.4911111111111111	0.9285714285714286	0.4831932773109244	0.6424418604651163
0.02	0.4919724770642202	0.9012605042016807	0.4852941176470588	0.6364985163204748
0.03	0.49295774647887325	0.8823529411764706	0.48739495798319327	0.6325301204819277
0.04	0.48902439024390243	0.842436974789916	0.4810924369747899	0.6188271604938271
0.05	0.4854981084489281	0.8088235294117647	0.47584033613445376	0.6067769897557131
0.06	0.4908616187989556	0.7899159663865546	0.4852941176470588	0.605475040257649
0.07	0.49527665317139	0.7710084033613446	0.49264705882352944	0.6031224322103533
0.08	0.505586592178771	0.7605042016806722	0.5084033613445378	0.6073825503355704
0.09	0.5303703703703704	0.7521008403361344	0.5430672268907563	0.6220677671589921
0.1	0.5488958990536278	0.7310924369747899	0.5651260504201681	0.6270270270270271
0.11	0.5707236842105263	0.7289915966386554	0.5903361344537815	0.6402214022140221
0.12	0.582010582010582	0.6932773109243697	0.5976890756302521	0.6327900287631831
0.13	0.59375	0.6785714285714286	0.6071428571428571	0.6333333333333333
0.14	0.6054158607350096	0.657563025210084	0.6144957983193278	0.6304128902316214
0.15	0.621676891615542	0.6386554621848739	0.625	0.6300518134715026
0.16	0.6399132321041214	0.6197478991596639	0.6355042016806722	0.6296691568836713
0.17	0.660377358490566	0.5882352941176471	0.6428571428571429	0.6222222222222222
0.18	0.6756756756756757	0.5777310924369747	0.6502100840336135	0.622876557191393
0.19	0.6745406824146981	0.5399159663865546	0.6397058823529411	0.5997666277712952
0.2	0.6840659340659341	0.523109243697479	0.6407563025210085	0.5928571428571429
0.21	0.7043478260869566	0.5105042016806722	0.648109243697479	0.5919610231425091
0.22	0.7155688622754491	0.5021008403361344	0.6512605042016807	0.5901234567901235
0.23	0.7289719626168224	0.49159663865546216	0.6544117647058824	0.5872020075282308
0.24	0.7408637873754153	0.4684873949579832	0.6523109243697479	0.574002574002574
0.25	0.75	0.453781512605042	0.6512605042016807	0.5654450261780105
0.26	0.7733812949640287	0.45168067226890757	0.6596638655462185	0.5702917771883289
0.27	0.7802197802197802	0.4474789915966387	0.6607142857142857	0.5687583444592791
0.28	0.7953667953667953	0.4327731092436975	0.6607142857142857	0.5605442176870749
0.29	0.8015564202334631	0.4327731092436975	0.6628151260504201	0.5620736698499318
0.3	0.8065843621399177	0.4117647058823529	0.6565126050420168	0.545201668984701
0.31	0.8151260504201681	0.40756302521008403	0.657563025210084	0.5434173669467787
0.32	0.8240343347639485	0.40336134453781514	0.6586134453781513	0.5416078984485191
0.33	0.8333333333333334	0.39915966386554624	0.6596638655462185	0.5397727272727273
0.34	0.8454545454545455	0.3907563025210084	0.6596638655462185	0.5344827586206896
0.35	0.8632075471698113	0.38445378151260506	0.6617647058823529	0.5319767441860465
0.36	0.8653846153846154	0.37815126050420167	0.6596638655462185	0.5263157894736842
0.37	0.88	0.3697478991596639	0.6596638655462185	0.5207100591715976
0.38	0.8871794871794871	0.3634453781512605	0.6586134453781513	0.5156482861400894
0.39	0.8947368421052632	0.35714285714285715	0.657563025210084	0.5105105105105106
0.4	0.8947368421052632	0.35714285714285715	0.657563025210084	0.5105105105105106
0.41	0.8983957219251337	0.35294117647058826	0.6565126050420168	0.5067873303167421
0.42	0.9065934065934066	0.34663865546218486	0.6554621848739496	0.5015197568389058
0.43	0.9080459770114943	0.3319327731092437	0.6491596638655462	0.48615384615384616
0.44	0.9069767441860465	0.3277310924369748	0.6470588235294118	0.48148148148148145
0.45	0.9117647058823529	0.32563025210084034	0.6470588235294118	0.47987616099071206
0.46	0.9171597633136095	0.32563025210084034	0.648109243697479	0.4806201550387597
0.47	0.9272727272727272	0.32142857142857145	0.648109243697479	0.47737909516380655
0.48	0.926829268292683	0.31932773109243695	0.6470588235294118	0.475
0.49	0.93125	0.3130252100840336	0.6449579831932774	0.46855345911949686
0.5	0.9342105263157895	0.29831932773109243	0.6386554621848739	0.45222929936305734
0.51	0.9391891891891891	0.2920168067226891	0.6365546218487395	0.44551282051282054
0.52	0.9387755102040817	0.28991596638655465	0.6355042016806722	0.44301765650080255
0.53	0.9444444444444444	0.2857142857142857	0.634453781512605	0.43870967741935485
0.54	0.950354609929078	0.2815126050420168	0.6334033613445378	0.4343598055105348
0.55	0.9492753623188406	0.27521008403361347	0.6302521008403361	0.42671009771986973
0.56	0.9492753623188406	0.27521008403361347	0.6302521008403361	0.42671009771986973
0.57	0.9552238805970149	0.2689075630252101	0.6281512605042017	0.419672131147541
0.58	0.9541984732824428	0.26260504201680673	0.625	0.41186161449752884
0.59	0.9541984732824428	0.26260504201680673	0.625	0.41186161449752884
0.6	0.9516129032258065	0.24789915966386555	0.6176470588235294	0.3933333333333333
0.61	0.959349593495935	0.24789915966386555	0.6186974789915967	0.39398998330550916
0.62	0.9590163934426229	0.24579831932773108	0.6176470588235294	0.391304347826087
0.63	0.9586776859504132	0.24369747899159663	0.6165966386554622	0.38860971524288107
0.64	0.957983193277311	0.23949579831932774	0.6144957983193278	0.3831932773109244
0.65	0.957983193277311	0.23949579831932774	0.6144957983193278	0.3831932773109244
0.66	0.9658119658119658	0.23739495798319327	0.6144957983193278	0.3811129848229342
0.67	0.9739130434782609	0.23529411764705882	0.6144957983193278	0.3790186125211506
0.68	0.9910714285714286	0.23319327731092437	0.615546218487395	0.37755102040816324
0.69	0.990909090909091	0.22899159663865545	0.6134453781512605	0.3720136518771331
0.7	0.9906542056074766	0.22268907563025211	0.6102941176470589	0.36363636363636365
0.71	0.9905660377358491	0.22058823529411764	0.6092436974789915	0.36082474226804123
0.72	0.9904761904761905	0.2184873949579832	0.6081932773109243	0.35800344234079173
0.73	0.9904761904761905	0.2184873949579832	0.6081932773109243	0.35800344234079173
0.74	0.9903846153846154	0.21638655462184875	0.6071428571428571	0.35517241379310344
0.75	0.9893617021276596	0.1953781512605042	0.5966386554621849	0.3263157894736842
0.76	0.9893617021276596	0.1953781512605042	0.5966386554621849	0.3263157894736842
0.77	0.989247311827957	0.19327731092436976	0.5955882352941176	0.3233743409490334
0.78	0.989247311827957	0.19327731092436976	0.5955882352941176	0.3233743409490334
0.79	1.0	0.19327731092436976	0.5966386554621849	0.323943661971831
0.8	1.0	0.18907563025210083	0.5945378151260504	0.31802120141342755
0.81	1.0	0.18487394957983194	0.592436974789916	0.3120567375886525
0.82	1.0	0.18487394957983194	0.592436974789916	0.3120567375886525
0.83	1.0	0.18487394957983194	0.592436974789916	0.3120567375886525
0.84	1.0	0.18277310924369747	0.5913865546218487	0.30905861456483125
0.85	1.0	0.18277310924369747	0.5913865546218487	0.30905861456483125
0.86	1.0	0.18067226890756302	0.5903361344537815	0.30604982206405695
0.87	1.0	0.18067226890756302	0.5903361344537815	0.30604982206405695
0.88	1.0	0.17647058823529413	0.5882352941176471	0.3
0.89	1.0	0.17436974789915966	0.5871848739495799	0.29695885509839
0.9	1.0	0.17436974789915966	0.5871848739495799	0.29695885509839
0.91	1.0	0.17436974789915966	0.5871848739495799	0.29695885509839
0.92	1.0	0.17436974789915966	0.5871848739495799	0.29695885509839
0.93	1.0	0.1722689075630252	0.5861344537815126	0.2939068100358423
0.94	1.0	0.1722689075630252	0.5861344537815126	0.2939068100358423
0.95	1.0	0.17016806722689076	0.5850840336134454	0.29084380610412924
0.96	1.0	0.17016806722689076	0.5850840336134454	0.29084380610412924
0.97	1.0	0.17016806722689076	0.5850840336134454	0.29084380610412924
0.98	1.0	0.17016806722689076	0.5850840336134454	0.29084380610412924
0.99	1.0	0.17016806722689076	0.5850840336134454	0.29084380610412924
Area under precision recall curve: 0.7434419195691526