Threshold	Precision	Recall	Accuraccy	F1 Score
0	1.0	0.4790794979079498	0.7395397489539749	0.6478076379066479
1e-10	1.0	0.4790794979079498	0.7395397489539749	0.6478076379066479
1e-09	1.0	0.4790794979079498	0.7395397489539749	0.6478076379066479
1e-08	1.0	0.4790794979079498	0.7395397489539749	0.6478076379066479
1e-07	1.0	0.4790794979079498	0.7395397489539749	0.6478076379066479
1e-06	1.0	0.4790794979079498	0.7395397489539749	0.6478076379066479
1e-05	1.0	0.4790794979079498	0.7395397489539749	0.6478076379066479
0.0001	1.0	0.4790794979079498	0.7395397489539749	0.6478076379066479
0.001	1.0	0.4790794979079498	0.7395397489539749	0.6478076379066479
0.01	1.0	0.47280334728033474	0.7364016736401674	0.6420454545454546
0.02	1.0	0.4707112970711297	0.7353556485355649	0.6401137980085349
0.03	1.0	0.4686192468619247	0.7343096234309623	0.6381766381766382
0.04	1.0	0.4602510460251046	0.7301255230125523	0.6303724928366762
0.05	1.0	0.45397489539748953	0.7269874476987448	0.6244604316546762
0.06	1.0	0.45397489539748953	0.7269874476987448	0.6244604316546762
0.07	1.0	0.45188284518828453	0.7259414225941423	0.622478386167147
0.08	1.0	0.4476987447698745	0.7238493723849372	0.6184971098265896
0.09	1.0	0.4435146443514644	0.7217573221757322	0.6144927536231884
0.1	1.0	0.44142259414225943	0.7207112970711297	0.6124818577648766
0.11	1.0	0.4372384937238494	0.7186192468619247	0.6084425036390102
0.12	1.0	0.4309623430962343	0.7154811715481172	0.6023391812865497
0.13	1.0	0.4100418410041841	0.7050209205020921	0.5816023738872403
0.14	1.0	0.40794979079497906	0.7039748953974896	0.5794947994056464
0.15	1.0	0.40794979079497906	0.7039748953974896	0.5794947994056464
0.16	1.0	0.401673640167364	0.700836820083682	0.573134328358209
0.17	1.0	0.401673640167364	0.700836820083682	0.573134328358209
0.18	1.0	0.3912133891213389	0.6956066945606695	0.562406015037594
0.19	1.0	0.3912133891213389	0.6956066945606695	0.562406015037594
0.2	1.0	0.38493723849372385	0.6924686192468619	0.5558912386706949
0.21	1.0	0.37656903765690375	0.6882845188284519	0.547112462006079
0.22	1.0	0.37447698744769875	0.6872384937238494	0.5449010654490106
0.23	1.0	0.3619246861924686	0.6809623430962343	0.5314900153609831
0.24	1.0	0.3619246861924686	0.6809623430962343	0.5314900153609831
0.25	1.0	0.3577405857740586	0.6788702928870293	0.5269645608628659
0.26	1.0	0.3493723849372385	0.6746861924686193	0.517829457364341
0.27	1.0	0.34518828451882844	0.6725941422594143	0.5132192846034215
0.28	1.0	0.3389121338912134	0.6694560669456067	0.50625
0.29	1.0	0.3305439330543933	0.6652719665271967	0.4968553459119497
0.3	1.0	0.32426778242677823	0.6621338912133892	0.48973143759873616
0.31	1.0	0.3179916317991632	0.6589958158995816	0.48253968253968255
0.32	1.0	0.27824267782426776	0.6391213389121339	0.4353518821603928
0.33	1.0	0.27615062761506276	0.6380753138075314	0.43278688524590164
0.34	1.0	0.26778242677824265	0.6338912133891214	0.42244224422442245
0.35	1.0	0.25313807531380755	0.6265690376569037	0.4040066777963272
0.36	1.0	0.2510460251046025	0.6255230125523012	0.4013377926421405
0.37	1.0	0.2384937238493724	0.6192468619246861	0.38513513513513514
0.38	1.0	0.2217573221757322	0.6108786610878661	0.363013698630137
0.39	1.0	0.2112970711297071	0.6056485355648535	0.3488773747841105
0.4	1.0	0.2112970711297071	0.6056485355648535	0.3488773747841105
0.41	1.0	0.20502092050209206	0.602510460251046	0.3402777777777778
0.42	1.0	0.18200836820083682	0.5910041841004184	0.30796460176991153
0.43	1.0	0.18200836820083682	0.5910041841004184	0.30796460176991153
0.44	1.0	0.18200836820083682	0.5910041841004184	0.30796460176991153
0.45	1.0	0.1799163179916318	0.5899581589958159	0.3049645390070922
0.46	1.0	0.17782426778242677	0.5889121338912134	0.3019538188277087
0.47	1.0	0.16736401673640167	0.5836820083682008	0.2867383512544803
0.48	1.0	0.16108786610878661	0.5805439330543933	0.2774774774774775
0.49	1.0	0.1589958158995816	0.5794979079497908	0.2743682310469314
0.5	1.0	0.15690376569037656	0.5784518828451883	0.27124773960216997
0.51	1.0	0.14644351464435146	0.5732217573221757	0.25547445255474455
0.52	1.0	0.13179916317991633	0.5658995815899581	0.23290203327171904
0.53	1.0	0.12761506276150628	0.5638075313807531	0.22634508348794063
0.54	1.0	0.12761506276150628	0.5638075313807531	0.22634508348794063
0.55	1.0	0.12343096234309624	0.5617154811715481	0.21973929236499068
0.56	1.0	0.12343096234309624	0.5617154811715481	0.21973929236499068
0.57	1.0	0.12133891213389121	0.5606694560669456	0.21641791044776118
0.58	1.0	0.10669456066945607	0.553347280334728	0.19281663516068054
0.59	1.0	0.09832635983263599	0.549163179916318	0.17904761904761904
0.6	1.0	0.09832635983263599	0.549163179916318	0.17904761904761904
0.61	1.0	0.0899581589958159	0.5449790794979079	0.16506717850287908
0.62	1.0	0.07112970711297072	0.5355648535564853	0.1328125
0.63	1.0	0.06276150627615062	0.5313807531380753	0.11811023622047244
0.64	1.0	0.0397489539748954	0.5198744769874477	0.07645875251509054
0.65	1.0	0.0397489539748954	0.5198744769874477	0.07645875251509054
0.66	1.0	0.014644351464435146	0.5073221757322176	0.0288659793814433
0.67	1.0	0.014644351464435146	0.5073221757322176	0.0288659793814433
0.68	1.0	0.0020920502092050207	0.5010460251046025	0.0041753653444676405
0.69	1.0	0.0020920502092050207	0.5010460251046025	0.0041753653444676405
0.7	1.0	0.0020920502092050207	0.5010460251046025	0.0041753653444676405
0.71	1.0	0.0020920502092050207	0.5010460251046025	0.0041753653444676405
0.72	1.0	0.0020920502092050207	0.5010460251046025	0.0041753653444676405
0.73	1.0	0.0020920502092050207	0.5010460251046025	0.0041753653444676405
0.74	nan	0.0	0.5	0.0
0.75	nan	0.0	0.5	0.0
0.76	nan	0.0	0.5	0.0
0.77	nan	0.0	0.5	0.0
0.78	nan	0.0	0.5	0.0
0.79	nan	0.0	0.5	0.0
0.8	nan	0.0	0.5	0.0
0.81	nan	0.0	0.5	0.0
0.82	nan	0.0	0.5	0.0
0.83	nan	0.0	0.5	0.0
0.84	nan	0.0	0.5	0.0
0.85	nan	0.0	0.5	0.0
0.86	nan	0.0	0.5	0.0
0.87	nan	0.0	0.5	0.0
0.88	nan	0.0	0.5	0.0
0.89	nan	0.0	0.5	0.0
0.9	nan	0.0	0.5	0.0
0.91	nan	0.0	0.5	0.0
0.92	nan	0.0	0.5	0.0
0.93	nan	0.0	0.5	0.0
0.94	nan	0.0	0.5	0.0
0.95	nan	0.0	0.5	0.0
0.96	nan	0.0	0.5	0.0
0.97	nan	0.0	0.5	0.0
0.98	nan	0.0	0.5	0.0
0.99	nan	0.0	0.5	0.0
Area under precision recall curve: 0.7384937238493723