epoch	iteration	time	accuracy_train	sensitivity_train	specificity_train	PPV_train	NPV_train	BA_train	loss_train	accuracy_valid	sensitivity_valid	specificity_valid	PPV_valid	NPV_valid	BA_valid	loss_valid
0	19	70.54272174835205	0.9851752021563343	0.976063829787234	0.994535519125683	0.994579945799458	0.9758713136729222	0.9852996744564586	3.452963910996914	0.8279569892473119	0.8085106382978723	0.8478260869565217	0.8444444444444444	0.8125	0.828168362627197	2.405173659324646
0	23	109.89021563529968	0.9824797843665768	0.9680851063829787	0.9972677595628415	0.9972602739726028	0.9681697612732095	0.9826764329729101	3.3116365298628807	0.8440860215053764	0.7659574468085106	0.9239130434782609	0.9113924050632911	0.794392523364486	0.8449352451433858	2.3569502979516983
1	19	181.6307282447815	0.9824797843665768	0.9654255319148937	1.0	1.0	0.9656992084432717	0.9827127659574468	3.304716572165489	0.8440860215053764	0.7659574468085106	0.9239130434782609	0.9113924050632911	0.794392523364486	0.8449352451433858	2.3599433451890945
1	23	221.65729880332947	0.9851752021563343	0.9707446808510638	1.0	1.0	0.9708222811671088	0.9853723404255319	3.351634204387665	0.8440860215053764	0.7659574468085106	0.9239130434782609	0.9113924050632911	0.794392523364486	0.8449352451433858	2.354503482580185
2	19	290.14429998397827	0.9784366576819407	0.9574468085106383	1.0	1.0	0.9581151832460733	0.9787234042553192	3.2248676791787148	0.8279569892473119	0.7340425531914894	0.9239130434782609	0.9078947368421053	0.7727272727272727	0.8289777983348752	2.391540452837944
2	23	330.151344537735	0.9851752021563343	0.9707446808510638	1.0	1.0	0.9708222811671088	0.9853723404255319	3.0924150869250298	0.8387096774193549	0.7553191489361702	0.9239130434782609	0.9102564102564102	0.7870370370370371	0.8396160962072156	2.3713608235120773
3	19	398.03966546058655	0.9878706199460916	0.976063829787234	1.0	1.0	0.976	0.988031914893617	2.9273009598255157	0.8333333333333334	0.7659574468085106	0.9021739130434783	0.8888888888888888	0.7904761904761904	0.8340656799259945	2.36325366795063
3	23	439.1242756843567	0.9878706199460916	0.976063829787234	1.0	1.0	0.976	0.988031914893617	2.959075629711151	0.8387096774193549	0.7553191489361702	0.9239130434782609	0.9102564102564102	0.7870370370370371	0.8396160962072156	2.3709222227334976
4	19	507.29934525489807	0.9838274932614556	0.9680851063829787	1.0	1.0	0.9682539682539683	0.9840425531914894	2.884745202958584	0.8279569892473119	0.7340425531914894	0.9239130434782609	0.9078947368421053	0.7727272727272727	0.8289777983348752	2.3880510181188583
4	23	547.2029020786285	0.9797843665768194	0.9601063829787234	1.0	1.0	0.9606299212598425	0.9800531914893618	3.0182375460863113	0.8279569892473119	0.723404255319149	0.9347826086956522	0.918918918918919	0.7678571428571429	0.8290934320074006	2.420185774564743
5	19	617.2974674701691	0.9905660377358491	0.9813829787234043	1.0	1.0	0.9812332439678284	0.9906914893617021	2.650815322995186	0.8333333333333334	0.7659574468085106	0.9021739130434783	0.8888888888888888	0.7904761904761904	0.8340656799259945	2.3533945530653
5	23	654.8584024906158	0.9851752021563343	0.9707446808510638	1.0	1.0	0.9708222811671088	0.9853723404255319	2.7444490864872932	0.8279569892473119	0.7340425531914894	0.9239130434782609	0.9078947368421053	0.7727272727272727	0.8289777983348752	2.37672321498394
6	19	724.4271492958069	0.9919137466307277	0.9840425531914894	1.0	1.0	0.9838709677419355	0.9920212765957447	2.5952494889497757	0.8333333333333334	0.7978723404255319	0.8695652173913043	0.8620689655172413	0.8080808080808081	0.8337187789084182	2.373480051755905
6	23	764.6192514896393	0.9919137466307277	0.9840425531914894	1.0	1.0	0.9838709677419355	0.9920212765957447	2.552559766918421	0.8279569892473119	0.8085106382978723	0.8478260869565217	0.8444444444444444	0.8125	0.828168362627197	2.3967137038707733
7	19	831.5514605045319	0.9919137466307277	0.9840425531914894	1.0	1.0	0.9838709677419355	0.9920212765957447	2.5564688071608543	0.8333333333333334	0.8297872340425532	0.8369565217391305	0.8387096774193549	0.8279569892473119	0.8333718778908419	2.414173662662506
7	23	872.8287856578827	0.9919137466307277	0.9840425531914894	1.0	1.0	0.9838709677419355	0.9920212765957447	2.50791148096323	0.8279569892473119	0.8085106382978723	0.8478260869565217	0.8444444444444444	0.8125	0.828168362627197	2.4112594723701477
8	19	958.2012393474579	0.9919137466307277	0.9840425531914894	1.0	1.0	0.9838709677419355	0.9920212765957447	2.321640834212303	0.8333333333333334	0.7872340425531915	0.8804347826086957	0.8705882352941177	0.801980198019802	0.8338344125809436	2.3791320621967316
8	23	995.8809473514557	0.9919137466307277	0.9840425531914894	1.0	1.0	0.9838709677419355	0.9920212765957447	2.3191366493701935	0.8387096774193549	0.7978723404255319	0.8804347826086957	0.872093023255814	0.81	0.8391535615171137	2.3778145909309387
9	19	1066.5611157417297	0.9905660377358491	0.9813829787234043	1.0	1.0	0.9812332439678284	0.9906914893617021	2.1755197569727898	0.8333333333333334	0.7553191489361702	0.9130434782608695	0.8987341772151899	0.7850467289719626	0.8341813135985199	2.3551091700792313
9	23	1105.8456029891968	0.9919137466307277	0.9840425531914894	1.0	1.0	0.9838709677419355	0.9920212765957447	2.1357500217854977	0.8387096774193549	0.7872340425531915	0.8913043478260869	0.8809523809523809	0.803921568627451	0.8392691951896392	2.361494153738022
10	19	1174.1740958690643	0.9865229110512129	0.973404255319149	1.0	1.0	0.973404255319149	0.9867021276595744	2.210173651576042	0.8225806451612904	0.723404255319149	0.9239130434782609	0.9066666666666666	0.7657657657657657	0.8236586493987049	2.43609219789505
10	23	1214.101138830185	0.9892183288409704	0.9787234042553191	1.0	1.0	0.9786096256684492	0.9893617021276595	2.1789911910891533	0.8279569892473119	0.7340425531914894	0.9239130434782609	0.9078947368421053	0.7727272727272727	0.8289777983348752	2.4042932391166687
11	19	1282.0117254257202	0.9892183288409704	0.9787234042553191	1.0	1.0	0.9786096256684492	0.9893617021276595	2.131499294191599	0.8279569892473119	0.723404255319149	0.9347826086956522	0.918918918918919	0.7678571428571429	0.8290934320074006	2.4151550233364105
11	23	1323.177455663681	0.9932614555256065	0.9867021276595744	1.0	1.0	0.9865229110512129	0.9933510638297872	1.9321516007184982	0.8279569892473119	0.7659574468085106	0.8913043478260869	0.8780487804878049	0.7884615384615384	0.8286308973172988	2.3539111465215683
12	19	1392.0665261745453	0.9919137466307277	0.9840425531914894	1.0	1.0	0.9838709677419355	0.9920212765957447	1.8826855458319187	0.8333333333333334	0.7446808510638298	0.9239130434782609	0.9090909090909091	0.7798165137614679	0.8342969472710453	2.38974666595459
12	23	1430.2883830070496	0.9919137466307277	0.9840425531914894	1.0	1.0	0.9838709677419355	0.9920212765957447	1.8557342775166035	0.8333333333333334	0.7553191489361702	0.9130434782608695	0.8987341772151899	0.7850467289719626	0.8341813135985199	2.3869941979646683
13	19	1497.9912040233612	0.9959568733153639	0.9920212765957447	1.0	1.0	0.991869918699187	0.9960106382978724	1.793905284255743	0.8279569892473119	0.7659574468085106	0.8913043478260869	0.8780487804878049	0.7884615384615384	0.8286308973172988	2.398138165473938
13	23	1536.889196395874	0.9959568733153639	0.9920212765957447	1.0	1.0	0.991869918699187	0.9960106382978724	1.8443119823932648	0.8333333333333334	0.776595744680851	0.8913043478260869	0.8795180722891566	0.7961165048543689	0.833950046253469	2.397514045238495
14	19	1607.3216819763184	0.9919137466307277	0.9840425531914894	1.0	1.0	0.9838709677419355	0.9920212765957447	1.7610270380973816	0.8225806451612904	0.723404255319149	0.9239130434782609	0.9066666666666666	0.7657657657657657	0.8236586493987049	2.4297322630882263
14	23	1647.3532021045685	0.9973045822102425	0.9946808510638298	1.0	1.0	0.9945652173913043	0.9973404255319149	1.673744097352028	0.8387096774193549	0.7978723404255319	0.8804347826086957	0.872093023255814	0.81	0.8391535615171137	2.3985604643821716
15	19	1716.2619850635529	0.9959568733153639	0.9920212765957447	1.0	1.0	0.991869918699187	0.9960106382978724	1.570486817508936	0.8279569892473119	0.7553191489361702	0.9021739130434783	0.8875	0.7830188679245284	0.8287465309898243	2.3862806856632233
15	23	1756.3577885627747	0.9932614555256065	0.9867021276595744	1.0	1.0	0.9865229110512129	0.9933510638297872	1.5857330299913883	0.8279569892473119	0.7446808510638298	0.9130434782608695	0.8974358974358975	0.7777777777777778	0.8288621646623496	2.3906079828739166
16	19	1827.6792891025543	0.9959568733153639	0.9920212765957447	1.0	1.0	0.991869918699187	0.9960106382978724	1.502239316701889	0.8387096774193549	0.7872340425531915	0.8913043478260869	0.8809523809523809	0.803921568627451	0.8392691951896392	2.378747060894966
16	23	1865.100413799286	0.9959568733153639	0.9920212765957447	1.0	1.0	0.991869918699187	0.9960106382978724	1.4867449551820755	0.8279569892473119	0.7553191489361702	0.9021739130434783	0.8875	0.7830188679245284	0.8287465309898243	2.3930782675743103
17	19	1949.0771861076355	0.9973045822102425	0.9946808510638298	1.0	1.0	0.9945652173913043	0.9973404255319149	1.4451620243489742	0.8225806451612904	0.7446808510638298	0.9021739130434783	0.8860759493670886	0.7757009345794392	0.823427382053654	2.4255500882864
17	23	1987.3174846172333	0.9986522911051213	0.9973404255319149	1.0	1.0	0.997275204359673	0.9986702127659575	1.4016213975846767	0.8279569892473119	0.7659574468085106	0.8913043478260869	0.8780487804878049	0.7884615384615384	0.8286308973172988	2.4084453135728836
18	19	2056.6348950862885	0.9973045822102425	0.9946808510638298	1.0	1.0	0.9945652173913043	0.9973404255319149	1.345172867178917	0.8387096774193549	0.7872340425531915	0.8913043478260869	0.8809523809523809	0.803921568627451	0.8392691951896392	2.3988878279924393
18	23	2096.8952424526215	0.9973045822102425	0.9946808510638298	1.0	1.0	0.9945652173913043	0.9973404255319149	1.309526463970542	0.8279569892473119	0.7659574468085106	0.8913043478260869	0.8780487804878049	0.7884615384615384	0.8286308973172988	2.402728870511055
19	19	2163.8791360855103	0.9973045822102425	0.9946808510638298	1.0	1.0	0.9945652173913043	0.9973404255319149	1.2774468064308167	0.8333333333333334	0.7659574468085106	0.9021739130434783	0.8888888888888888	0.7904761904761904	0.8340656799259945	2.405084192752838
19	23	2205.086557865143	0.9986522911051213	0.9973404255319149	1.0	1.0	0.997275204359673	0.9986702127659575	1.2373606748878956	0.8279569892473119	0.7659574468085106	0.8913043478260869	0.8780487804878049	0.7884615384615384	0.8286308973172988	2.4104829728603363
20	19	2290.6854214668274	0.9986522911051213	0.9973404255319149	1.0	1.0	0.997275204359673	0.9986702127659575	1.1929067000746727	0.8279569892473119	0.7659574468085106	0.8913043478260869	0.8780487804878049	0.7884615384615384	0.8286308973172988	2.418473541736603
20	23	2330.325853586197	0.9973045822102425	0.9946808510638298	1.0	1.0	0.9945652173913043	0.9973404255319149	1.1756371427327394	0.8279569892473119	0.7553191489361702	0.9021739130434783	0.8875	0.7830188679245284	0.8287465309898243	2.4303935915231705
21	19	2397.0239465236664	0.9986522911051213	0.9973404255319149	1.0	1.0	0.997275204359673	0.9986702127659575	1.150586225092411	0.8225806451612904	0.7553191489361702	0.8913043478260869	0.8765432098765432	0.780952380952381	0.8233117483811285	2.4056798815727234
21	23	2434.7892673015594	0.9986522911051213	0.9973404255319149	1.0	1.0	0.997275204359673	0.9986702127659575	1.1361538618803024	0.8279569892473119	0.7553191489361702	0.9021739130434783	0.8875	0.7830188679245284	0.8287465309898243	2.4221866875886917