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	0.49621432731508447	0.9849710982658959	0.49248554913294795	0.6599535243996901
0.0001	0.4923708920187793	0.9699421965317919	0.48497109826589596	0.6531724406383806
0.001	0.47725894481503944	0.9098265895953758	0.45664739884393063	0.6260938743038982
0.01	0.45852384062704116	0.8115606936416185	0.42658959537572255	0.5859766277128547
0.02	0.44803370786516855	0.7375722543352601	0.4144508670520231	0.5574486675404107
0.03	0.45433962264150946	0.6959537572254335	0.4300578034682081	0.5497716894977169
0.04	0.4685483870967742	0.6716763005780347	0.4549132947976879	0.5520190023752969
0.05	0.4925241864555849	0.6473988439306358	0.49017341040462425	0.5594405594405595
0.06	0.5164628410159925	0.6346820809248555	0.5202312138728323	0.5695020746887967
0.07	0.5329280648429585	0.608092485549133	0.5375722543352601	0.5680345572354212
0.08	0.5527156549520766	0.6	0.5572254335260116	0.5753880266075388
0.09	0.5709459459459459	0.5861271676300578	0.5728323699421966	0.57843696520251
0.1	0.5889423076923077	0.5664739884393064	0.5855491329479768	0.5774896876841485
0.11	0.6075	0.561849710982659	0.599421965317919	0.5837837837837838
0.12	0.6298701298701299	0.5606936416184971	0.615606936416185	0.5932721712538226
0.13	0.6495263870094723	0.5549132947976878	0.6277456647398844	0.5985037406483791
0.14	0.6633802816901408	0.5445086705202312	0.6341040462427746	0.5980952380952381
0.15	0.6817518248175183	0.5398843930635838	0.6439306358381502	0.6025806451612903
0.16	0.6966463414634146	0.5283236994219653	0.6491329479768786	0.6009204470742933
0.17	0.7086614173228346	0.5202312138728323	0.653179190751445	0.6
0.18	0.7271241830065359	0.5144508670520231	0.6606936416184971	0.6025727826675694
0.19	0.7386934673366834	0.5098265895953757	0.6647398843930635	0.6032831737346102
0.2	0.7495741056218058	0.5086705202312138	0.669364161849711	0.6060606060606061
0.21	0.7640845070422535	0.5017341040462427	0.6734104046242775	0.6057222609909281
0.22	0.7706093189964157	0.49710982658959535	0.6745664739884393	0.6043569922698524
0.23	0.7903525046382189	0.49248554913294795	0.6809248554913295	0.6068376068376068
0.24	0.8026565464895635	0.4890173410404624	0.684393063583815	0.6077586206896551
0.25	0.8148148148148148	0.48323699421965316	0.6867052023121387	0.6066763425253991
0.26	0.8263473053892215	0.47861271676300576	0.6890173410404624	0.6061493411420205
0.27	0.8309572301425662	0.47167630057803467	0.6878612716763006	0.6017699115044248
0.28	0.8389121338912134	0.4635838150289017	0.6872832369942197	0.5971705137751303
0.29	0.8494623655913979	0.45664739884393063	0.6878612716763006	0.5939849624060151
0.3	0.8555798687089715	0.45202312138728323	0.6878612716763006	0.5915279878971256
0.31	0.8571428571428571	0.4508670520231214	0.6878612716763006	0.5909090909090909
0.32	0.8668171557562077	0.4439306358381503	0.6878612716763006	0.5871559633027523
0.33	0.8695652173913043	0.4393063583815029	0.6867052023121387	0.5837173579109063
0.34	0.877030162412993	0.4369942196531792	0.6878612716763006	0.5833333333333334
0.35	0.8841607565011821	0.4323699421965318	0.6878612716763006	0.5807453416149069
0.36	0.8848920863309353	0.42658959537572255	0.6855491329479769	0.5756630265210608
0.37	0.8907766990291263	0.42427745664739885	0.6861271676300578	0.5747846515270164
0.38	0.8943488943488943	0.4208092485549133	0.6855491329479769	0.5723270440251572
0.39	0.8994974874371859	0.4138728323699422	0.6838150289017341	0.566904196357878
0.4	0.9025641025641026	0.4069364161849711	0.6815028901734104	0.5609561752988048
0.41	0.9086161879895561	0.4023121387283237	0.6809248554913295	0.5576923076923077
0.42	0.9122340425531915	0.3965317919075145	0.6791907514450867	0.5527800161160354
0.43	0.9135135135135135	0.39075144508670523	0.676878612716763	0.5473684210526316
0.44	0.9203296703296703	0.3872832369942196	0.676878612716763	0.5451586655817738
0.45	0.919889502762431	0.38497109826589593	0.6757225433526012	0.5427872860635696
0.46	0.9220055710306406	0.38265895953757223	0.6751445086705202	0.5408496732026143
0.47	0.923943661971831	0.3791907514450867	0.6739884393063584	0.5377049180327869
0.48	0.9287749287749287	0.376878612716763	0.6739884393063584	0.5361842105263158
0.49	0.9333333333333333	0.3722543352601156	0.6728323699421965	0.5322314049586777
0.5	0.9352941176470588	0.3676300578034682	0.6710982658959538	0.5278008298755187
0.51	0.937125748502994	0.36184971098265895	0.6687861271676301	0.5221017514595496
0.52	0.9365558912386707	0.3583815028901734	0.6670520231213873	0.5183946488294314
0.53	0.9363636363636364	0.35722543352601155	0.6664739884393064	0.5171548117154812
0.54	0.9384615384615385	0.35260115606936415	0.6647398843930635	0.5126050420168067
0.55	0.9470404984423676	0.3514450867052023	0.6658959537572254	0.5126475548060708
0.56	0.9492063492063492	0.34566473988439306	0.6635838150289017	0.5067796610169492
0.57	0.9517684887459807	0.3421965317919075	0.6624277456647398	0.5034013605442177
0.58	0.9514563106796117	0.3398843930635838	0.661271676300578	0.5008517887563884
0.59	0.9568106312292359	0.3329479768786127	0.6589595375722543	0.4939965694682676
0.6	0.95578231292517	0.3248554913294798	0.6549132947976879	0.48490077653149266
0.61	0.9554794520547946	0.3225433526011561	0.653757225433526	0.4822817631806396
0.62	0.9547038327526133	0.31676300578034683	0.6508670520231213	0.4756944444444444
0.63	0.954225352112676	0.3132947976878613	0.6491329479768786	0.47171453437771976
0.64	0.9605734767025089	0.30982658959537573	0.6485549132947976	0.46853146853146854
0.65	0.9601449275362319	0.3063583815028902	0.6468208092485549	0.4645048203330412
0.66	0.9597069597069597	0.30289017341040464	0.6450867052023121	0.46045694200351495
0.67	0.9595588235294118	0.3017341040462428	0.6445086705202312	0.45910290237467016
0.68	0.9591078066914498	0.29826589595375724	0.6427745664739885	0.455026455026455
0.69	0.9622641509433962	0.2947976878612717	0.6416184971098265	0.45132743362831856
0.7	0.9657794676806084	0.29364161849710985	0.6416184971098265	0.450354609929078
0.71	0.9655172413793104	0.29132947976878615	0.6404624277456648	0.44760213143872113
0.72	0.9651162790697675	0.2878612716763006	0.638728323699422	0.44345503116651824
0.73	0.9724409448818898	0.2855491329479769	0.638728323699422	0.44146559428060766
0.74	0.9721115537848606	0.28208092485549136	0.6369942196531792	0.43727598566308246
0.75	0.9713114754098361	0.27398843930635836	0.6329479768786127	0.42741208295761945
0.76	0.9710743801652892	0.27167630057803466	0.6317919075144509	0.4245709123757904
0.77	0.9710743801652892	0.27167630057803466	0.6317919075144509	0.4245709123757904
0.78	0.9791666666666666	0.27167630057803466	0.6329479768786127	0.4253393665158371
0.79	0.9791666666666666	0.27167630057803466	0.6329479768786127	0.4253393665158371
0.8	0.9791666666666666	0.27167630057803466	0.6329479768786127	0.4253393665158371
0.81	0.9791666666666666	0.27167630057803466	0.6329479768786127	0.4253393665158371
0.82	0.9789915966386554	0.26936416184971096	0.6317919075144509	0.4224841341795104
0.83	0.9789029535864979	0.2682080924855491	0.63121387283237	0.42105263157894735
0.84	0.9788135593220338	0.26705202312138726	0.630635838150289	0.4196185286103542
0.85	0.9870689655172413	0.26473988439306356	0.630635838150289	0.41750227894257064
0.86	0.9912663755458515	0.26242774566473986	0.630057803468208	0.4149908592321755
0.87	0.9955947136563876	0.261271676300578	0.630057803468208	0.4139194139194139
0.88	0.9955947136563876	0.261271676300578	0.630057803468208	0.4139194139194139
0.89	0.995575221238938	0.26011560693641617	0.6294797687861272	0.41246562786434465
0.9	0.9955156950672646	0.2566473988439306	0.6277456647398844	0.40808823529411764
0.91	0.9955156950672646	0.2566473988439306	0.6277456647398844	0.40808823529411764
0.92	0.9955156950672646	0.2566473988439306	0.6277456647398844	0.40808823529411764
0.93	0.995475113122172	0.2543352601156069	0.6265895953757226	0.40515653775322286
0.94	0.9954337899543378	0.2520231213872832	0.6254335260115607	0.4022140221402214
0.95	0.9954128440366973	0.2508670520231214	0.6248554913294798	0.4007386888273315
0.96	0.9953703703703703	0.24855491329479767	0.6236994219653179	0.39777983348751156
0.97	0.9953488372093023	0.24739884393063583	0.623121387283237	0.3962962962962963
0.98	0.995260663507109	0.24277456647398843	0.6208092485549133	0.3903345724907063
0.99	0.9952380952380953	0.24161849710982658	0.6202312138728324	0.38883720930232557
Area under precision recall curve: 0.7327775096746284