Threshold	Precision	Recall	Accuraccy	F1 Score
0	1.0	0.43583815028901735	0.7179190751445087	0.607085346215781
1e-10	1.0	0.43583815028901735	0.7179190751445087	0.607085346215781
1e-09	1.0	0.43583815028901735	0.7179190751445087	0.607085346215781
1e-08	1.0	0.43583815028901735	0.7179190751445087	0.607085346215781
1e-07	1.0	0.43583815028901735	0.7179190751445087	0.607085346215781
1e-06	1.0	0.43583815028901735	0.7179190751445087	0.607085346215781
1e-05	1.0	0.43583815028901735	0.7179190751445087	0.607085346215781
0.0001	1.0	0.43583815028901735	0.7179190751445087	0.607085346215781
0.001	1.0	0.43583815028901735	0.7179190751445087	0.607085346215781
0.01	1.0	0.43352601156069365	0.7167630057803468	0.6048387096774194
0.02	1.0	0.42658959537572255	0.7132947976878613	0.5980551053484603
0.03	1.0	0.4208092485549133	0.7104046242774567	0.5923515052888527
0.04	1.0	0.41734104046242776	0.7086705202312139	0.5889070146818923
0.05	1.0	0.3976878612716763	0.6988439306358382	0.5690653432588917
0.06	1.0	0.3930635838150289	0.6965317919075145	0.5643153526970954
0.07	1.0	0.3861271676300578	0.6930635838150289	0.5571309424520434
0.08	1.0	0.37803468208092483	0.6890173410404624	0.5486577181208053
0.09	1.0	0.376878612716763	0.6884393063583815	0.5474391267842149
0.1	1.0	0.3745664739884393	0.6872832369942197	0.5449957947855341
0.11	1.0	0.37109826589595374	0.6855491329479769	0.5413153456998314
0.12	1.0	0.3630057803468208	0.6815028901734104	0.5326547921967769
0.13	1.0	0.3583815028901734	0.6791907514450867	0.5276595744680851
0.14	1.0	0.353757225433526	0.676878612716763	0.5226302305721605
0.15	1.0	0.35028901734104045	0.6751445086705202	0.5188356164383562
0.16	1.0	0.34797687861271676	0.6739884393063584	0.516295025728988
0.17	1.0	0.3468208092485549	0.6734104046242775	0.5150214592274678
0.18	1.0	0.33872832369942196	0.669364161849711	0.5060449050086355
0.19	1.0	0.3213872832369942	0.6606936416184971	0.4864391951006124
0.2	1.0	0.3109826589595376	0.6554913294797687	0.47442680776014107
0.21	1.0	0.29364161849710985	0.6468208092485549	0.4539767649687221
0.22	1.0	0.2855491329479769	0.6427745664739885	0.4442446043165468
0.23	1.0	0.27976878612716766	0.6398843930635838	0.4372177055103884
0.24	1.0	0.27630057803468205	0.638150289017341	0.4329710144927536
0.25	1.0	0.27630057803468205	0.638150289017341	0.4329710144927536
0.26	1.0	0.2682080924855491	0.6341040462427746	0.422971741112124
0.27	1.0	0.25780346820809247	0.6289017341040463	0.4099264705882353
0.28	1.0	0.25780346820809247	0.6289017341040463	0.4099264705882353
0.29	1.0	0.24971098265895952	0.6248554913294798	0.3996299722479186
0.3	1.0	0.23815028901734103	0.6190751445086705	0.38468720821662
0.31	1.0	0.23352601156069364	0.6167630057803468	0.3786316776007498
0.32	1.0	0.21965317919075145	0.6098265895953757	0.36018957345971564
0.33	1.0	0.21734104046242775	0.6086705202312138	0.3570750237416904
0.34	1.0	0.21502890173410405	0.607514450867052	0.35394862036156044
0.35	1.0	0.21502890173410405	0.607514450867052	0.35394862036156044
0.36	1.0	0.20578034682080926	0.6028901734104046	0.34132310642377756
0.37	1.0	0.2046242774566474	0.6023121387283237	0.3397312859884837
0.38	1.0	0.18728323699421964	0.5936416184971098	0.3154819863680623
0.39	1.0	0.1745664739884393	0.5872832369942197	0.297244094488189
0.4	1.0	0.16416184971098266	0.5820809248554913	0.282025819265144
0.41	1.0	0.16184971098265896	0.5809248554913294	0.27860696517412936
0.42	1.0	0.1606936416184971	0.5803468208092486	0.27689243027888444
0.43	1.0	0.15838150289017341	0.5791907514450867	0.27345309381237526
0.44	1.0	0.15028901734104047	0.5751445086705202	0.2613065326633166
0.45	1.0	0.15028901734104047	0.5751445086705202	0.2613065326633166
0.46	1.0	0.14797687861271677	0.5739884393063583	0.2578046324269889
0.47	1.0	0.14219653179190753	0.5710982658959538	0.24898785425101214
0.48	1.0	0.1375722543352601	0.5687861271676301	0.241869918699187
0.49	1.0	0.1375722543352601	0.5687861271676301	0.241869918699187
0.5	1.0	0.13641618497109825	0.5682080924855492	0.24008138351983724
0.51	1.0	0.13179190751445086	0.5658959537572255	0.23289070480081717
0.52	1.0	0.12947976878612716	0.5647398843930636	0.2292732855680655
0.53	1.0	0.12369942196531791	0.561849710982659	0.22016460905349794
0.54	1.0	0.12369942196531791	0.561849710982659	0.22016460905349794
0.55	1.0	0.11791907514450867	0.5589595375722544	0.2109617373319545
0.56	1.0	0.11560693641618497	0.5578034682080925	0.20725388601036268
0.57	1.0	0.11098265895953757	0.5554913294797688	0.19979188345473464
0.58	1.0	0.10751445086705202	0.553757225433526	0.1941544885177453
0.59	1.0	0.09942196531791908	0.5497109826589596	0.1808622502628812
0.6	1.0	0.08208092485549133	0.5410404624277456	0.1517094017094017
0.61	1.0	0.08208092485549133	0.5410404624277456	0.1517094017094017
0.62	1.0	0.07745664739884393	0.5387283236994219	0.14377682403433475
0.63	1.0	0.04508670520231214	0.522543352601156	0.08628318584070796
0.64	1.0	0.04046242774566474	0.5202312138728323	0.07777777777777778
0.65	1.0	0.03930635838150289	0.5196531791907515	0.07563959955506118
0.66	1.0	0.004624277456647399	0.5023121387283237	0.009205983889528193
0.67	1.0	0.003468208092485549	0.5017341040462427	0.0069124423963133645
0.68	1.0	0.003468208092485549	0.5017341040462427	0.0069124423963133645
0.69	1.0	0.003468208092485549	0.5017341040462427	0.0069124423963133645
0.7	1.0	0.003468208092485549	0.5017341040462427	0.0069124423963133645
0.71	1.0	0.003468208092485549	0.5017341040462427	0.0069124423963133645
0.72	1.0	0.0023121387283236996	0.5011560693641619	0.00461361014994233
0.73	1.0	0.0011560693641618498	0.500578034682081	0.0023094688221709007
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: 0.7173410404624276