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	0.49417989417989416	0.9769874476987448	0.4884937238493724	0.6563598032326071
0.001	0.48546824542518835	0.9435146443514645	0.47175732217573224	0.6410803127221038
0.01	0.47374301675977654	0.8870292887029289	0.45083682008368203	0.6176256372906045
0.02	0.46736596736596736	0.8389121338912134	0.44142259414225943	0.6002994011976048
0.03	0.4681107099879663	0.8138075313807531	0.4445606694560669	0.5943468296409473
0.04	0.4746192893401015	0.7824267782426778	0.4581589958158996	0.5908372827804107
0.05	0.47638326585695007	0.7384937238493724	0.46338912133891214	0.579163248564397
0.06	0.49222065063649223	0.7280334728033473	0.4884937238493724	0.5873417721518988
0.07	0.5	0.7196652719665272	0.5	0.5900514579759862
0.08	0.5098634294385432	0.702928870292887	0.5135983263598326	0.5910290237467019
0.09	0.5246422893481717	0.6903765690376569	0.5324267782426778	0.5962059620596206
0.1	0.537828947368421	0.6841004184100419	0.5481171548117155	0.6022099447513812
0.11	0.5563258232235702	0.6715481171548117	0.5679916317991632	0.6085308056872037
0.12	0.5632798573975044	0.6610878661087866	0.5742677824267782	0.6082771896053898
0.13	0.5791433891992551	0.6506276150627615	0.5889121338912134	0.6128078817733991
0.14	0.6	0.6464435146443515	0.6077405857740585	0.622356495468278
0.15	0.623721881390593	0.6380753138075314	0.6265690376569037	0.6308169596690796
0.16	0.6336206896551724	0.6150627615062761	0.6297071129707112	0.6242038216560509
0.17	0.6410835214446953	0.5941422594142259	0.6307531380753139	0.6167209554831705
0.18	0.6588235294117647	0.5857740585774058	0.641213389121339	0.6201550387596899
0.19	0.6764705882352942	0.5774058577405857	0.6506276150627615	0.6230248306997742
0.2	0.6936708860759494	0.5732217573221757	0.6600418410041841	0.6277205040091638
0.21	0.7075718015665796	0.5669456066945606	0.6663179916317992	0.629500580720093
0.22	0.7223719676549866	0.5606694560669456	0.6725941422594143	0.6313309776207303
0.23	0.726775956284153	0.5564853556485355	0.6736401673640168	0.6303317535545023
0.24	0.7415730337078652	0.5523012552301255	0.6799163179916318	0.6330935251798561
0.25	0.7492795389048992	0.5439330543933054	0.6809623430962343	0.6303030303030303
0.26	0.7657657657657657	0.5334728033472803	0.6851464435146444	0.6288532675709001
0.27	0.7730061349693251	0.5271966527196653	0.6861924686192469	0.6268656716417911
0.28	0.7816455696202531	0.5167364016736402	0.6861924686192469	0.6221662468513854
0.29	0.7967213114754098	0.5083682008368201	0.6893305439330544	0.6206896551724138
0.3	0.8169491525423729	0.50418410041841	0.6956066945606695	0.6235446313065977
0.31	0.8235294117647058	0.497907949790795	0.6956066945606695	0.6205997392438071
0.32	0.8422939068100358	0.4916317991631799	0.6997907949790795	0.6208718626155878
0.33	0.8529411764705882	0.48535564853556484	0.700836820083682	0.6186666666666667
0.34	0.8576779026217228	0.4790794979079498	0.6997907949790795	0.614765100671141
0.35	0.8576923076923076	0.4665271966527197	0.694560669456067	0.6043360433604336
0.36	0.8755020080321285	0.4560669456066946	0.6956066945606695	0.5997248968363136
0.37	0.8760330578512396	0.4435146443514644	0.6903765690376569	0.5888888888888889
0.38	0.8823529411764706	0.4393305439330544	0.6903765690376569	0.5865921787709497
0.39	0.8931623931623932	0.4372384937238494	0.6924686192468619	0.5870786516853933
0.4	0.8931623931623932	0.4372384937238494	0.6924686192468619	0.5870786516853933
0.41	0.9022222222222223	0.4246861924686193	0.6893305439330544	0.577524893314367
0.42	0.9017857142857143	0.4225941422594142	0.6882845188284519	0.5754985754985755
0.43	0.9041095890410958	0.41422594142259417	0.6851464435146444	0.5681492109038737
0.44	0.9078341013824884	0.4121338912133891	0.6851464435146444	0.5669064748201439
0.45	0.9241706161137441	0.40794979079497906	0.6872384937238494	0.5660377358490566
0.46	0.9285714285714286	0.40794979079497906	0.6882845188284519	0.5668604651162791
0.47	0.9326923076923077	0.40585774058577406	0.6882845188284519	0.565597667638484
0.48	0.9323671497584541	0.40376569037656906	0.6872384937238494	0.5635036496350365
0.49	0.9368932038834952	0.40376569037656906	0.6882845188284519	0.564327485380117
0.5	0.9362745098039216	0.399581589958159	0.6861924686192469	0.5601173020527859
0.51	0.9405940594059405	0.39748953974895396	0.6861924686192469	0.5588235294117647
0.52	0.9447236180904522	0.39330543933054396	0.6851464435146444	0.5553914327917282
0.53	0.9494949494949495	0.39330543933054396	0.6861924686192469	0.5562130177514792
0.54	0.9583333333333334	0.38493723849372385	0.6841004184100419	0.5492537313432836
0.55	0.9629629629629629	0.3807531380753138	0.6830543933054394	0.545727136431784
0.56	0.9627659574468085	0.3786610878661088	0.6820083682008368	0.5435435435435435
0.57	0.9679144385026738	0.3786610878661088	0.6830543933054394	0.544360902255639
0.58	0.9679144385026738	0.3786610878661088	0.6830543933054394	0.544360902255639
0.59	0.967741935483871	0.37656903765690375	0.6820083682008368	0.5421686746987951
0.6	0.967391304347826	0.3723849372384937	0.6799163179916318	0.5377643504531722
0.61	0.9779005524861878	0.3702928870292887	0.6809623430962343	0.5371775417298937
0.62	0.9832402234636871	0.3682008368200837	0.6809623430962343	0.5357686453576864
0.63	0.9828571428571429	0.3598326359832636	0.6767782426778243	0.5267993874425727
0.64	0.9825581395348837	0.35355648535564854	0.6736401673640168	0.52
0.65	0.9824561403508771	0.3514644351464435	0.6725941422594143	0.5177195685670262
0.66	0.9824561403508771	0.3514644351464435	0.6725941422594143	0.5177195685670262
0.67	0.9824561403508771	0.3514644351464435	0.6725941422594143	0.5177195685670262
0.68	0.9823529411764705	0.3493723849372385	0.6715481171548117	0.5154320987654321
0.69	0.9820359281437125	0.34309623430962344	0.6684100418410042	0.5085271317829457
0.7	0.9820359281437125	0.34309623430962344	0.6684100418410042	0.5085271317829457
0.71	0.9820359281437125	0.34309623430962344	0.6684100418410042	0.5085271317829457
0.72	0.9819277108433735	0.3410041841004184	0.6673640167364017	0.5062111801242236
0.73	0.9819277108433735	0.3410041841004184	0.6673640167364017	0.5062111801242236
0.74	0.9818181818181818	0.3389121338912134	0.6663179916317992	0.5038880248833593
0.75	0.9872611464968153	0.32426778242677823	0.6600418410041841	0.4881889763779528
0.76	0.9869281045751634	0.3158995815899582	0.6558577405857741	0.4786053882725832
0.77	0.9869281045751634	0.3158995815899582	0.6558577405857741	0.4786053882725832
0.78	0.9868421052631579	0.3138075313807531	0.6548117154811716	0.47619047619047616
0.79	0.9865771812080537	0.3075313807531381	0.6516736401673641	0.4688995215311005
0.8	0.9863945578231292	0.303347280334728	0.649581589958159	0.464
0.81	0.9863013698630136	0.301255230125523	0.6485355648535565	0.46153846153846156
0.82	0.9862068965517241	0.29916317991631797	0.647489539748954	0.4590690208667737
0.83	0.986013986013986	0.29497907949790797	0.645397489539749	0.45410628019323673
0.84	0.9929577464788732	0.29497907949790797	0.6464435146443515	0.45483870967741935
0.85	0.9929078014184397	0.2928870292887029	0.645397489539749	0.45234248788368336
0.86	0.9929078014184397	0.2928870292887029	0.645397489539749	0.45234248788368336
0.87	0.9928057553956835	0.28870292887029286	0.643305439330544	0.4473257698541329
0.88	0.9928057553956835	0.28870292887029286	0.643305439330544	0.4473257698541329
0.89	0.9927536231884058	0.28661087866108786	0.6422594142259415	0.4448051948051948
0.9	0.9925925925925926	0.2803347280334728	0.6391213389121339	0.4371941272430669
0.91	0.9925373134328358	0.27824267782426776	0.6380753138075314	0.434640522875817
0.92	0.9924242424242424	0.27405857740585776	0.6359832635983264	0.42950819672131146
0.93	0.9923664122137404	0.2719665271966527	0.6349372384937239	0.4269293924466338
0.94	0.9923664122137404	0.2719665271966527	0.6349372384937239	0.4269293924466338
0.95	0.9923664122137404	0.2719665271966527	0.6349372384937239	0.4269293924466338
0.96	0.9922480620155039	0.26778242677824265	0.6328451882845189	0.42174629324546953
0.97	0.9921875	0.26569037656903766	0.6317991631799164	0.41914191419141916
0.98	0.9921875	0.26569037656903766	0.6317991631799164	0.41914191419141916
0.99	0.992	0.2594142259414226	0.6286610878661087	0.41127694859038144
Area under precision recall curve: 0.7600843585911987