multifit/experiments/poleval19/poleval-noearly.csv

1		model_dir_parent	model_name	test Accuracy	test F1 score bin	test Loss	test Precision	test Recall	valid Accuracy	valid F1 score bin	valid Kappa	valid Kappa Linear	valid Kappa quadratic	valid Loss	valid Matthews Correff	valid Precision	valid Recall
2	0	data/hate/pl-10-wiki/models/sp25k	lstm_noearly_stop_ft6_cl8_lmseed-0-ftseed-0-clsweightseed-0-clstrainseed-0.m	0.8830000162124634	0.4890829920768738	0.47132742	0.5894736647605896	0.41791045665740967	0.9233830571174622	0.5600000023841858				0.35084215		0.5444444417953491	0.5764706134796143
3	1	data/hate/pl-10-wiki/models/sp25k	lstm_noearly_stop_ft6_cl8_lmseed-0-ftseed-0-clsweightseed-0-clstrainseed-1.m	0.8930000066757202	0.5446808338165283	0.44662976	0.6336633563041687	0.4776119291782379	0.9253731369972229	0.5945945978164673	0.5537960529327393	0.5537960529327393	0.5537960529327393	0.3353449	0.5560145378112793	0.550000011920929	0.6470588445663452
4	2	data/hate/pl-10-wiki/models/sp25k	lstm_noearly_stop_ft6_cl8_lmseed-0-ftseed-0-clsweightseed-0-clstrainseed-2.m	0.8769999742507935	0.497959166765213	0.5108504	0.5495495200157166	0.4552238881587982	0.911442756652832	0.5572139620780945	0.5093123912811279	0.5093123912811279	0.5093123912811279	0.36687192	0.5169183015823364	0.48275861144065857	0.658823549747467
5	3	data/hate/pl-10-wiki/models/sp25k	lstm_noearly_stop_ft6_cl8_lmseed-0-ftseed-0-clsweightseed-0-clstrainseed-3.m	0.8889999985694885	0.5542168617248535	0.45468464	0.6000000238418579	0.5149253606796265	0.9094527363777161	0.5472637414932251	0.4982856512069702	0.4982856512069702	0.4982856512069702	0.40983805	0.5057269334793091	0.47413793206214905	0.6470588445663452
6	4	data/hate/pl-10-wiki/models/sp25k	lstm_noearly_stop_ft6_cl8_lmseed-0-ftseed-0-clsweightseed-0-clstrainseed-4.m	0.8859999775886536	0.5476190447807312	0.47204033	0.5847457647323608	0.5149253606796265	0.9184079766273499	0.5899999737739563	0.5458252429962158	0.5458252429962158	0.5458252429962158	0.35795227	0.5535200238227844	0.5130434632301331	0.6941176652908325
7	5	data/hate/pl-10-wiki/models/sp25k	lstm_noearly_stop_ft6_cl8_lmseed-0-ftseed-0-clsweightseed-0-clstrainseed-5.m	0.8889999985694885	0.5394191145896912	0.47914878	0.6074766516685486	0.48507463932037354	0.9243780970573425	0.6000000238418579	0.558752179145813	0.558752179145813	0.558752179145813	0.34016848	0.5625576376914978	0.5428571701049805	0.6705882549285889
8	6	data/hate/pl-10-wiki/models/sp25k	lstm_noearly_stop_ft6_cl8_lmseed-0-ftseed-0-clsweightseed-0-clstrainseed-6.m	0.8870000243186951	0.5603113174438477	0.49389216	0.5853658318519592	0.5373134613037109	0.9064676761627197	0.5480769276618958	0.4978472590446472	0.4978472590446472	0.4978472590446472	0.40915105	0.5084332823753357	0.46341463923454285	0.6705882549285889
9	7	data/hate/pl-10-wiki/models/sp25k	lstm_noearly_stop_ft6_cl8_lmseed-0-ftseed-0-clsweightseed-0-clstrainseed-7.m	0.8899999856948853	0.5491803288459778	0.47551367	0.6090909242630005	0.5	0.9164178967475891	0.5625000596046448	0.5169651508331299	0.5169651508331299	0.5169651508331299	0.37398532	0.5211523771286011	0.5046728849411011	0.6352941393852234
10	8	data/hate/pl-10-wiki/models/sp25k	lstm_noearly_stop_ft6_cl8_lmseed-0-ftseed-0-clsweightseed-0-clstrainseed-8.m	0.8949999809265137	0.5643153190612793	0.4521693	0.6355140209197998	0.5074626803398132	0.911442756652832	0.5388601422309875	0.4906466007232666	0.4906466007232666	0.4906466007232666	0.39044583	0.49495330452919006	0.48148149251937866	0.6117647290229797
11	9	data/hate/pl-10-wiki/models/sp25k	lstm_noearly_stop_ft6_cl8_lmseed-0-ftseed-0-clsweightseed-0-clstrainseed-9.m	0.8930000066757202	0.5158371329307556	0.47527143	0.6551724076271057	0.4253731369972229	0.9094527363777161	0.49723759293556213	0.44768548011779785	0.44768548011779785	0.44768548011779785	0.37087598	0.4486865997314453	0.46875	0.529411792755127
12	10	data/hate/pl-10-wiki/models/sp25k	lstm_noearly_stop_ft6_cl8_lmseed-0-ftseed-0-clsweightseed-1-clstrainseed-0.m	0.8859999775886536	0.4955751895904541	0.48666504	0.6086956262588501	0.41791045665740967	0.9253731369972229	0.5762711763381958	0.5354248285293579	0.5354248285293579	0.5354248285293579	0.3482061	0.5359288454055786	0.554347813129425	0.6000000238418579
13	11	data/hate/pl-10-wiki/models/sp25k	lstm_noearly_stop_ft6_cl8_lmseed-0-ftseed-0-clsweightseed-2-clstrainseed-0.m	0.8870000243186951	0.5022026300430298	0.4925274	0.6129032373428345	0.4253731369972229	0.9233830571174622	0.569832444190979	0.5278955698013306	0.5278955698013306	0.5278955698013306	0.37080935	0.52870112657547	0.542553186416626	0.6000000238418579
14	12	data/hate/pl-10-wiki/models/sp25k	lstm_noearly_stop_ft6_cl8_lmseed-0-ftseed-0-clsweightseed-3-clstrainseed-0.m	0.8939999938011169	0.5309734344482422	0.4702381	0.6521739363670349	0.447761207818985	0.93034827709198	0.6022727489471436	0.5641534328460693	0.5641534328460693	0.5641534328460693	0.31093076	0.5645474791526794	0.5824176073074341	0.6235294342041016
15	13	data/hate/pl-10-wiki/models/sp25k	lstm_noearly_stop_ft6_cl8_lmseed-0-ftseed-0-clsweightseed-4-clstrainseed-0.m	0.8889999985694885	0.4977375268936157	0.49425152	0.6321839094161987	0.41044774651527405	0.9233830571174622	0.5745856165885925	0.5326569676399231	0.5326569676399231	0.5326569676399231	0.36220345	0.5338480472564697	0.5416666865348816	0.6117647290229797
16	14	data/hate/pl-10-wiki/models/sp25k	lstm_noearly_stop_ft6_cl8_lmseed-0-ftseed-0-clsweightseed-5-clstrainseed-0.m	0.8920000195503235	0.5178571343421936	0.51717764	0.644444465637207	0.43283581733703613	0.9213930368423462	0.5536723136901855	0.5106474161148071	0.5106474161148071	0.5106474161148071	0.34161162	0.5111281871795654	0.532608687877655	0.5764706134796143
17	15	data/hate/pl-10-wiki/models/sp25k	lstm_noearly_stop_ft6_cl8_lmseed-0-ftseed-0-clsweightseed-6-clstrainseed-0.m	0.8849999904632568	0.4600938856601715	0.51643044	0.6202531456947327	0.36567163467407227	0.9203979969024658	0.5348837375640869	0.49136459827423096	0.49136459827423096	0.49136459827423096	0.34673777	0.49140432476997375	0.5287356376647949	0.5411764979362488
18	16	data/hate/pl-10-wiki/models/sp25k	lstm_noearly_stop_ft6_cl8_lmseed-0-ftseed-0-clsweightseed-7-clstrainseed-0.m	0.8809999823570251	0.47111111879348755	0.49916402	0.5824176073074341	0.3955223858356476	0.9263681769371033	0.5647059082984924	0.5244884490966797	0.5244884490966797	0.5244884490966797	0.3237485	0.5244885087013245	0.5647059082984924	0.5647059082984924
19	17	data/hate/pl-10-wiki/models/sp25k	lstm_noearly_stop_ft6_cl8_lmseed-0-ftseed-0-clsweightseed-8-clstrainseed-0.m	0.8820000290870667	0.45370370149612427	0.48197073	0.5975610017776489	0.36567163467407227	0.9243780970573425	0.5730336904525757	0.531640887260437	0.531640887260437	0.531640887260437	0.34117267	0.5322881937026978	0.5483871102333069	0.6000000238418579
20	18	data/hate/pl-10-wiki/models/sp25k	lstm_noearly_stop_ft6_cl8_lmseed-0-ftseed-0-clsweightseed-9-clstrainseed-0.m	0.8939999938011169	0.5181818008422852	0.46197608	0.6627907156944275	0.4253731369972229	0.9184079766273499	0.5340909361839294	0.4894368052482605	0.4894368052482605	0.4894368052482605	0.3351464	0.4897787272930145	0.5164835453033447	0.5529412031173706
21	19	data/hate/pl-10-wiki/models/sp25k	lstm_noearly_stop_ft6_cl8_lmseed-1-ftseed-0-clsweightseed-0-clstrainseed-0.m	0.8769999742507935	0.5591397285461426	0.44706592	0.5379310250282288	0.5820895433425903	0.8945273756980896	0.530973494052887				0.3719853		0.42553192377090454	0.7058823704719543
22	20	data/hate/pl-10-wiki/models/sp25k	lstm_noearly_stop_ft6_cl8_lmseed-1-ftseed-0-clsweightseed-0-clstrainseed-1.m	0.8740000128746033	0.5401459336280823	0.40565252	0.5285714268684387	0.5522388219833374	0.8835821151733398	0.5224490165710449	0.463143527507782	0.463143527507782	0.463143527507782	0.42757958	0.49327319860458374	0.4000000059604645	0.7529411911964417
23	21	data/hate/pl-10-wiki/models/sp25k	lstm_noearly_stop_ft6_cl8_lmseed-1-ftseed-0-clsweightseed-0-clstrainseed-2.m	0.875	0.5614034533500671	0.4295183	0.5298013091087341	0.5970149040222168	0.8805969953536987	0.5199999809265137	0.45967739820480347	0.45967739820480347	0.45967739820480347	0.41983548	0.49275651574134827	0.39393940567970276	0.7647058963775635
24	22	data/hate/pl-10-wiki/models/sp25k	lstm_noearly_stop_ft6_cl8_lmseed-1-ftseed-0-clsweightseed-0-clstrainseed-3.m	0.8830000162124634	0.5836299061775208	0.41513768	0.557823121547699	0.611940324306488	0.8895522356033325	0.5394191145896912	0.4827873706817627	0.4827873706817627	0.4827873706817627	0.41382432	0.5115950703620911	0.4166666567325592	0.7647058963775635
25	23	data/hate/pl-10-wiki/models/sp25k	lstm_noearly_stop_ft6_cl8_lmseed-1-ftseed-0-clsweightseed-0-clstrainseed-4.m	0.8700000047683716	0.5547945499420166	0.4714697	0.5126582384109497	0.60447758436203	0.8815920352935791	0.5142857432365417	0.4539664387702942	0.4539664387702942	0.4539664387702942	0.4497018	0.4834991693496704	0.39375001192092896	0.7411764860153198
26	24	data/hate/pl-10-wiki/models/sp25k	lstm_noearly_stop_ft6_cl8_lmseed-1-ftseed-0-clsweightseed-0-clstrainseed-5.m	0.8740000128746033	0.550000011920929	0.4411076	0.5273972749710083	0.5746268630027771	0.8796020150184631	0.52173912525177	0.46122151613235474	0.46122151613235474	0.46122151613235474	0.43427664	0.49636369943618774	0.3928571343421936	0.7764706015586853
27	25	data/hate/pl-10-wiki/models/sp25k	lstm_noearly_stop_ft6_cl8_lmseed-1-ftseed-0-clsweightseed-0-clstrainseed-6.m	0.871999979019165	0.5259259343147278	0.43495768	0.5220588445663452	0.5298507213592529	0.8875622153282166	0.5271966457366943	0.4693596363067627	0.4693596363067627	0.4693596363067627	0.42494088	0.49612537026405334	0.40909090638160706	0.7411764860153198
28	26	data/hate/pl-10-wiki/models/sp25k	lstm_noearly_stop_ft6_cl8_lmseed-1-ftseed-0-clsweightseed-0-clstrainseed-7.m	0.8880000114440918	0.6083915829658508	0.44418857	0.5723684430122375	0.6492537260055542	0.8815920352935791	0.5142857432365417	0.4539664387702942	0.4539664387702942	0.4539664387702942	0.43603382	0.4834991693496704	0.39375001192092896	0.7411764860153198
29	27	data/hate/pl-10-wiki/models/sp25k	lstm_noearly_stop_ft6_cl8_lmseed-1-ftseed-0-clsweightseed-0-clstrainseed-8.m	0.8820000290870667	0.5755395889282227	0.42014074	0.5555555820465088	0.5970149040222168	0.8975124359130859	0.5422222018241882	0.48837268352508545	0.48837268352508545	0.48837268352508545	0.41575634	0.5076863169670105	0.4357142746448517	0.7176470756530762
30	28	data/hate/pl-10-wiki/models/sp25k	lstm_noearly_stop_ft6_cl8_lmseed-1-ftseed-0-clsweightseed-0-clstrainseed-9.m	0.878000020980835	0.5704225897789001	0.4142061	0.5400000214576721	0.60447758436203	0.8815920352935791	0.5102880597114563	0.44977110624313354	0.44977110624313354	0.44977110624313354	0.4167918	0.47781258821487427	0.39240506291389465	0.729411780834198
31	29	data/hate/pl-10-wiki/models/sp25k	lstm_noearly_stop_ft6_cl8_lmseed-1-ftseed-0-clsweightseed-1-clstrainseed-0.m	0.8790000081062317	0.5600000619888306	0.42112154	0.5460993051528931	0.5746268630027771	0.8835821151733398	0.5021276473999023	0.4418654441833496	0.4418654441833496	0.4418654441833496	0.4051946	0.4647730588912964	0.3933333456516266	0.6941176652908325
32	30	data/hate/pl-10-wiki/models/sp25k	lstm_noearly_stop_ft6_cl8_lmseed-1-ftseed-0-clsweightseed-2-clstrainseed-0.m	0.8889999985694885	0.5714285969734192	0.3836243	0.5920000076293945	0.5522388219833374	0.8995025157928467	0.5470852255821228	0.49413174390792847	0.49413174390792847	0.49413174390792847	0.33868608	0.5125192999839783	0.4420289993286133	0.7176470756530762
33	31	data/hate/pl-10-wiki/models/sp25k	lstm_noearly_stop_ft6_cl8_lmseed-1-ftseed-0-clsweightseed-3-clstrainseed-0.m	0.8849999904632568	0.581818163394928	0.41124687	0.567375898361206	0.5970149040222168	0.8835821151733398	0.5145227909088135	0.4548299312591553	0.4548299312591553	0.4548299312591553	0.3967426	0.48196941614151	0.39743590354919434	0.729411780834198
34	32	data/hate/pl-10-wiki/models/sp25k	lstm_noearly_stop_ft6_cl8_lmseed-1-ftseed-0-clsweightseed-4-clstrainseed-0.m	0.8840000033378601	0.5735293626785278	0.41706002	0.5652173757553101	0.5820895433425903	0.8905472755432129	0.5132743716239929	0.4558476209640503	0.4558476209640503	0.4558476209640503	0.36353147	0.4744146466255188	0.41134750843048096	0.6823529601097107
35	33	data/hate/pl-10-wiki/models/sp25k	lstm_noearly_stop_ft6_cl8_lmseed-1-ftseed-0-clsweightseed-5-clstrainseed-0.m	0.8870000243186951	0.5830258727073669	0.39492637	0.5766423344612122	0.5895522236824036	0.8865671753883362	0.5128204822540283	0.45401257276535034	0.45401257276535034	0.45401257276535034	0.38350523	0.4769718647003174	0.4026845693588257	0.7058823704719543
36	34	data/hate/pl-10-wiki/models/sp25k	lstm_noearly_stop_ft6_cl8_lmseed-1-ftseed-0-clsweightseed-6-clstrainseed-0.m	0.8799999952316284	0.5714285373687744	0.4076149	0.5479452013969421	0.5970149040222168	0.8915423154830933	0.5198238492012024	0.463001549243927	0.463001549243927	0.463001549243927	0.38690126	0.48241302371025085	0.4154929518699646	0.6941176652908325
37	35	data/hate/pl-10-wiki/models/sp25k	lstm_noearly_stop_ft6_cl8_lmseed-1-ftseed-0-clsweightseed-7-clstrainseed-0.m	0.8730000257492065	0.5347985029220581	0.41844708	0.5251798629760742	0.5447761416435242	0.8905472755432129	0.5089285373687744	0.4513375163078308	0.4513375163078308	0.4513375163078308	0.3708786	0.46865713596343994	0.4100719392299652	0.6705882549285889
38	36	data/hate/pl-10-wiki/models/sp25k	lstm_noearly_stop_ft6_cl8_lmseed-1-ftseed-0-clsweightseed-8-clstrainseed-0.m	0.8930000066757202	0.5668015480041504	0.41020247	0.6194690465927124	0.5223880410194397	0.8895522356033325	0.5110132098197937	0.45314836502075195	0.45314836502075195	0.45314836502075195	0.36642167	0.4721467196941376	0.4084506928920746	0.6823529601097107
39	37	data/hate/pl-10-wiki/models/sp25k	lstm_noearly_stop_ft6_cl8_lmseed-1-ftseed-0-clsweightseed-9-clstrainseed-0.m	0.878000020980835	0.5514706373214722	0.4219941	0.54347825050354	0.5597015023231506	0.8925372958183289	0.5304348468780518	0.47438251972198486	0.47438251972198486	0.47438251972198486	0.37733713	0.49600058794021606	0.4206896424293518	0.7176470756530762