Training Loss	Epoch	Step	Validation Loss	Accuracy	Precision	Recall	Precision Macro	Recall Macro	Macro Fpr	Weighted Fpr	Weighted Specificity	Macro Specificity	Weighted Sensitivity	Macro Sensitivity	F1 Micro	F1 Macro	F1 Weighted
No log	1.0	224	0.8771	0.7528	0.7120	0.7528	0.5404	0.5402	0.1314	0.0987	0.7806	0.8833	0.7528	0.5402	0.7528	0.5389	0.7301
No log	2.0	448	0.7936	0.7728	0.7420	0.7728	0.5529	0.5937	0.1080	0.0892	0.8458	0.9046	0.7728	0.5937	0.7728	0.5712	0.7555
0.8855	3.0	672	0.8127	0.7305	0.7321	0.7305	0.5336	0.5600	0.1288	0.1095	0.8209	0.8879	0.7305	0.5600	0.7305	0.5313	0.7208
0.8855	4.0	896	1.0186	0.7795	0.7503	0.7795	0.5722	0.5654	0.1184	0.0862	0.8004	0.8950	0.7795	0.5654	0.7795	0.5605	0.7561
0.5551	5.0	1120	0.7591	0.8085	0.7674	0.8085	0.5833	0.5963	0.0988	0.0732	0.8375	0.9115	0.8085	0.5963	0.8085	0.5892	0.7867
0.5551	6.0	1344	0.9522	0.8174	0.7816	0.8174	0.6117	0.5988	0.0967	0.0693	0.8297	0.9118	0.8174	0.5988	0.8174	0.6030	0.7967
0.386	7.0	1568	1.0569	0.7706	0.7610	0.7706	0.5710	0.5858	0.1089	0.0903	0.8522	0.9057	0.7706	0.5858	0.7706	0.5782	0.7656
0.386	8.0	1792	1.1957	0.7572	0.7918	0.7572	0.6175	0.6264	0.1052	0.0965	0.8905	0.9119	0.7572	0.6264	0.7572	0.6162	0.7715
0.2709	9.0	2016	1.2092	0.7728	0.7897	0.7728	0.6331	0.6301	0.1021	0.0892	0.8751	0.9120	0.7728	0.6301	0.7728	0.6264	0.7773
0.2709	10.0	2240	1.3830	0.7706	0.7782	0.7706	0.6112	0.6073	0.1094	0.0903	0.8464	0.9043	0.7706	0.6073	0.7706	0.6072	0.7728
0.2709	11.0	2464	1.4518	0.7817	0.7944	0.7817	0.6157	0.6059	0.1030	0.0851	0.8606	0.9106	0.7817	0.6059	0.7817	0.6077	0.7856
0.1837	12.0	2688	1.5283	0.7684	0.7840	0.7684	0.6143	0.6003	0.1058	0.0913	0.8701	0.9096	0.7684	0.6003	0.7684	0.6022	0.7726
0.1837	13.0	2912	1.5136	0.7817	0.7907	0.7817	0.6231	0.6472	0.0979	0.0851	0.8733	0.9137	0.7817	0.6472	0.7817	0.6332	0.7848
0.1212	14.0	3136	1.6569	0.7506	0.8138	0.7506	0.6380	0.6499	0.1039	0.0997	0.8911	0.9104	0.7506	0.6499	0.7506	0.6327	0.7764
0.1212	15.0	3360	1.5305	0.7661	0.7714	0.7661	0.5965	0.6203	0.1054	0.0923	0.8710	0.9093	0.7661	0.6203	0.7661	0.6068	0.7669
0.0793	16.0	3584	1.4931	0.7996	0.7896	0.7996	0.6016	0.6193	0.0947	0.0771	0.8625	0.9155	0.7996	0.6193	0.7996	0.6085	0.7933
0.0793	17.0	3808	1.4582	0.8018	0.7911	0.8018	0.6143	0.6131	0.0963	0.0761	0.8523	0.9135	0.8018	0.6131	0.8018	0.6132	0.7958
0.0473	18.0	4032	1.6772	0.7795	0.7924	0.7795	0.6154	0.6342	0.0990	0.0862	0.8742	0.9134	0.7795	0.6342	0.7795	0.6224	0.7843
0.0473	19.0	4256	1.5707	0.7929	0.7890	0.7929	0.6409	0.6339	0.0966	0.0801	0.8666	0.9149	0.7929	0.6339	0.7929	0.6348	0.7892
0.0473	20.0	4480	1.4891	0.8018	0.8136	0.8018	0.6441	0.6284	0.0916	0.0761	0.8768	0.9196	0.8018	0.6284	0.8018	0.6355	0.8073
0.0476	21.0	4704	1.5064	0.8062	0.8181	0.8062	0.6511	0.6320	0.0896	0.0742	0.8754	0.9204	0.8062	0.6320	0.8062	0.6407	0.8117
0.0476	22.0	4928	1.5076	0.8107	0.8003	0.8107	0.6296	0.6247	0.0913	0.0722	0.8642	0.9187	0.8107	0.6247	0.8107	0.6265	0.8050
0.0366	23.0	5152	1.5891	0.7973	0.8113	0.7973	0.6455	0.6382	0.0929	0.0781	0.8763	0.9184	0.7973	0.6382	0.7973	0.6407	0.8038
0.0366	24.0	5376	1.6779	0.7951	0.7990	0.7951	0.6306	0.5982	0.0994	0.0791	0.8581	0.9133	0.7951	0.5982	0.7951	0.6123	0.7956
0.0368	25.0	5600	1.6211	0.8040	0.8024	0.8040	0.6420	0.6223	0.0952	0.0751	0.8570	0.9152	0.8040	0.6223	0.8040	0.6313	0.8023
0.0368	26.0	5824	1.4841	0.8062	0.8060	0.8062	0.6364	0.6416	0.0894	0.0742	0.8775	0.9209	0.8062	0.6416	0.8062	0.6385	0.8058
0.0252	27.0	6048	1.6841	0.7884	0.8028	0.7884	0.6408	0.6436	0.0956	0.0821	0.8781	0.9166	0.7884	0.6436	0.7884	0.6410	0.7953
0.0252	28.0	6272	1.7185	0.7929	0.8006	0.7929	0.6386	0.6338	0.0954	0.0801	0.8725	0.9163	0.7929	0.6338	0.7929	0.6355	0.7964
0.0252	29.0	6496	1.6500	0.7996	0.7989	0.7996	0.6338	0.6276	0.0942	0.0771	0.8678	0.9168	0.7996	0.6276	0.7996	0.6306	0.7992
0.0147	30.0	6720	1.6506	0.7973	0.7965	0.7973	0.6320	0.6238	0.0958	0.0781	0.8648	0.9155	0.7973	0.6238	0.7973	0.6277	0.7968

Framework versions

Transformers 4.40.2
Pytorch 2.2.1+cu121
Datasets 2.19.1
Tokenizers 0.19.1

cite-text-analysis/case-analysis-roberta-base

Metrics

case-analysis-roberta-base

Model description

Intended uses & limitations

Training and evaluation data

Training procedure

Training hyperparameters

Training results

Framework versions

cite-text-analysis/
case-analysis-roberta-base