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	0.4931077694235589	0.9728059332509271	0.48640296662546356	0.6544698544698545
0.001	0.48698412698412696	0.9480840543881335	0.4746600741656366	0.6434563758389261
0.01	0.4772263766145479	0.8677379480840544	0.45859085290482077	0.6157894736842106
0.02	0.4720406681190995	0.8034610630407911	0.45241038318912236	0.5946935041171089
0.03	0.46831530139103555	0.7490729295426453	0.44932014833127315	0.5763195435092725
0.04	0.46957236842105265	0.7058096415327565	0.4542645241038319	0.5639506172839506
0.05	0.4850615114235501	0.6823238566131026	0.4789864029666255	0.5670261941448382
0.06	0.5023562676720076	0.6588380716934487	0.5030902348578492	0.5700534759358289
0.07	0.5252525252525253	0.6427688504326329	0.530902348578492	0.5780989438576987
0.08	0.5464247598719317	0.6328800988875154	0.553770086526576	0.586483390607102
0.09	0.5737142857142857	0.6205191594561187	0.5797280593325093	0.5961995249406176
0.1	0.6061728395061728	0.6069221260815822	0.6063040791100124	0.6065472513897467
0.11	0.6258064516129033	0.5995055624227441	0.6205191594561187	0.6123737373737373
0.12	0.6521145975443383	0.5908529048207664	0.6378244746600742	0.6199740596627756
0.13	0.675177304964539	0.588380716934487	0.6526576019777504	0.6287978863936592
0.14	0.688953488372093	0.5859085290482077	0.6606922126081582	0.6332665330661322
0.15	0.711864406779661	0.5710754017305315	0.6699629171817059	0.6337448559670782
0.16	0.7216	0.5574783683559951	0.6711990111248455	0.6290097629009763
0.17	0.740432612312812	0.5500618046971569	0.6786155747836835	0.6312056737588653
0.18	0.763986013986014	0.5401730531520396	0.6866501854140915	0.6328747284576394
0.19	0.778584392014519	0.5302843016069221	0.6897404202719407	0.6308823529411764
0.2	0.7862453531598513	0.522867737948084	0.6903584672435105	0.6280623608017817
0.21	0.8038461538461539	0.5166872682323856	0.6953028430160693	0.6290443942814146
0.22	0.8102766798418972	0.5067985166872683	0.6940667490729295	0.623574144486692
0.23	0.8136272545090181	0.5018541409147095	0.6934487021013597	0.6207951070336392
0.24	0.821501014198783	0.5006180469715699	0.695920889987639	0.6221198156682027
0.25	0.8227848101265823	0.4820766378244747	0.6891223733003708	0.607950116913484
0.26	0.8247863247863247	0.47713226205191595	0.6878862793572311	0.6045418950665623
0.27	0.8265524625267666	0.47713226205191595	0.688504326328801	0.6050156739811913
0.28	0.8377192982456141	0.4721878862793572	0.6903584672435105	0.6039525691699604
0.29	0.8523489932885906	0.47095179233621753	0.6946847960444994	0.606687898089172
0.3	0.858139534883721	0.4561186650185414	0.6903584672435105	0.5956416464891041
0.31	0.8608490566037735	0.4511742892459827	0.6891223733003708	0.592051905920519
0.32	0.8657074340527577	0.446229913473424	0.688504326328801	0.5889070146818923
0.33	0.8780487804878049	0.44499381953028433	0.6915945611866502	0.5906480721903199
0.34	0.8844221105527639	0.43510506798516685	0.6891223733003708	0.5832642916321458
0.35	0.8905852417302799	0.4326328800988875	0.6897404202719407	0.5823627287853578
0.36	0.8979057591623036	0.42398022249690975	0.6878862793572311	0.5759865659109992
0.37	0.9093333333333333	0.4215080346106304	0.6897404202719407	0.5760135135135135
0.38	0.9180327868852459	0.415327564894932	0.6891223733003708	0.5719148936170213
0.39	0.9230769230769231	0.415327564894932	0.6903584672435105	0.5728900255754475
0.4	0.9305555555555556	0.41409147095179233	0.6915945611866502	0.5731394354148845
0.41	0.9350282485875706	0.40914709517923364	0.6903584672435105	0.5692175408426483
0.42	0.9401709401709402	0.4079110012360939	0.6909765142150803	0.5689655172413793
0.43	0.9393063583815029	0.40173053152039556	0.6878862793572311	0.5627705627705628
0.44	0.9410029498525073	0.3943139678615575	0.6847960444993819	0.5557491289198606
0.45	0.9464285714285714	0.3930778739184178	0.6854140914709518	0.5554585152838428
0.46	0.9457831325301205	0.38813349814585907	0.6829419035846724	0.5503943908851884
0.47	0.9447852760736196	0.380716934487021	0.6792336217552534	0.5427312775330396
0.48	0.9476923076923077	0.380716934487021	0.6798516687268232	0.5432098765432098
0.49	0.9473684210526315	0.37824474660074164	0.6786155747836835	0.5406360424028268
0.5	0.9552715654952076	0.3695920889987639	0.6761433868974042	0.5329768270944741
0.51	0.9607843137254902	0.36341161928306553	0.6742892459826947	0.5273542600896861
0.52	0.9635761589403974	0.35970333745364647	0.673053152039555	0.5238523852385238
0.53	0.9664429530201343	0.35599505562422745	0.6718170580964153	0.5203252032520326
0.54	0.9663299663299664	0.3547589616810878	0.6711990111248455	0.5189873417721519
0.55	0.9693877551020408	0.3522867737948084	0.6705809641532756	0.5167724388032638
0.56	0.9692832764505119	0.3510506798516687	0.6699629171817059	0.515426497277677
0.57	0.9725085910652921	0.34981458590852904	0.6699629171817059	0.5145454545454545
0.58	0.975609756097561	0.34610630407911	0.6687268232385661	0.5109489051094891
0.59	0.9753521126760564	0.34239802224969096	0.6668726823238567	0.5068618481244281
0.6	0.977859778597786	0.32756489493201485	0.6600741656365884	0.49074074074074076
0.61	0.9776119402985075	0.3238566131025958	0.6582200247218789	0.48653667595171773
0.62	0.9810606060606061	0.32014833127317677	0.6569839307787392	0.4827586206896552
0.63	0.9810606060606061	0.32014833127317677	0.6569839307787392	0.4827586206896552
0.64	0.9809885931558935	0.3189122373300371	0.6563658838071693	0.48134328358208955
0.65	0.9809885931558935	0.3189122373300371	0.6563658838071693	0.48134328358208955
0.66	0.9809160305343512	0.3176761433868974	0.6557478368355995	0.47992530345471524
0.67	0.9884169884169884	0.3164400494437577	0.6563658838071693	0.4794007490636704
0.68	0.98828125	0.3127317676143387	0.6545117428924598	0.4751173708920188
0.69	0.98828125	0.3127317676143387	0.6545117428924598	0.4751173708920188
0.7	0.9882352941176471	0.311495673671199	0.65389369592089	0.47368421052631576
0.71	0.9882352941176471	0.311495673671199	0.65389369592089	0.47368421052631576
0.72	0.9881889763779528	0.31025957972805934	0.6532756489493201	0.4722483537158984
0.73	0.9881889763779528	0.31025957972805934	0.6532756489493201	0.4722483537158984
0.74	0.9880952380952381	0.30778739184178	0.6520395550061805	0.46936852026390197
0.75	0.9877049180327869	0.2978986402966625	0.6470951792336218	0.4577397910731244
0.76	0.9875	0.29295426452410384	0.6446229913473424	0.451858913250715
0.77	0.9916317991631799	0.29295426452410384	0.6452410383189122	0.45229007633587787
0.78	0.9914893617021276	0.2880098887515451	0.6427688504326329	0.446360153256705
0.79	0.9914893617021276	0.2880098887515451	0.6427688504326329	0.446360153256705
0.8	0.9914163090128756	0.28553770086526575	0.6415327564894932	0.44337811900191937
0.81	0.9913419913419913	0.2830655129789864	0.6402966625463535	0.4403846153846154
0.82	0.991304347826087	0.28182941903584674	0.6396786155747837	0.43888354186718
0.83	0.9912663755458515	0.28059332509270707	0.6390605686032138	0.4373795761078998
0.84	0.9912280701754386	0.27935723114956734	0.638442521631644	0.43587270973963355
0.85	0.9912280701754386	0.27935723114956734	0.638442521631644	0.43587270973963355
0.86	0.9911894273127754	0.27812113720642767	0.6378244746600742	0.4343629343629344
0.87	0.9911894273127754	0.27812113720642767	0.6378244746600742	0.4343629343629344
0.88	0.9911111111111112	0.27564894932014833	0.6365883807169345	0.43133462282398455
0.89	0.9910313901345291	0.273176761433869	0.6353522867737948	0.42829457364341084
0.9	0.990990990990991	0.2719406674907293	0.634734239802225	0.4267701260911736
0.91	0.9908675799086758	0.26823238566131025	0.6328800988875154	0.42217898832684825
0.92	0.9908256880733946	0.2669962917181706	0.6322620519159456	0.4206426484907498
0.93	0.9906976744186047	0.26328800988875156	0.630407911001236	0.416015625
0.94	0.9906542056074766	0.2620519159456119	0.6297898640296663	0.4144672531769306
0.95	0.9906542056074766	0.2620519159456119	0.6297898640296663	0.4144672531769306
0.96	0.9905660377358491	0.2595797280593325	0.6285537700865266	0.41136141038197843
0.97	0.990521327014218	0.2583436341161928	0.6279357231149567	0.40980392156862744
0.98	0.9903846153846154	0.2546353522867738	0.6260815822002472	0.4051130776794494
0.99	0.9951456310679612	0.25339925834363414	0.6260815822002472	0.4039408866995074
Area under precision recall curve: 0.7530643856379231