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	0.6546	0.8018	0.7632	0.8018	0.5777	0.6106	0.0978	0.0761	0.8432	0.9112	0.8018	0.6106	0.8018	0.5936	0.7820
No log	2.0	448	0.6831	0.8129	0.7732	0.8129	0.5845	0.6154	0.0923	0.0712	0.8554	0.9171	0.8129	0.6154	0.8129	0.5996	0.7926
0.607	3.0	672	0.7626	0.8263	0.8060	0.8263	0.6773	0.6341	0.0885	0.0655	0.8464	0.9182	0.8263	0.6341	0.8263	0.6362	0.8105
0.607	4.0	896	0.7839	0.8085	0.7991	0.8085	0.6391	0.6306	0.0896	0.0732	0.8754	0.9210	0.8085	0.6306	0.8085	0.6314	0.8017
0.316	5.0	1120	0.9381	0.8263	0.8127	0.8263	0.6688	0.6573	0.0822	0.0655	0.8780	0.9261	0.8263	0.6573	0.8263	0.6514	0.8161
0.316	6.0	1344	1.0434	0.8218	0.8145	0.8218	0.6907	0.6533	0.0897	0.0674	0.8528	0.9187	0.8218	0.6533	0.8218	0.6690	0.8159
0.1513	7.0	1568	1.2182	0.8018	0.8066	0.8018	0.6382	0.6399	0.0916	0.0761	0.8802	0.9205	0.8018	0.6399	0.8018	0.6375	0.8030
0.1513	8.0	1792	1.3193	0.8285	0.8070	0.8285	0.6566	0.6280	0.0882	0.0645	0.8521	0.9202	0.8285	0.6280	0.8285	0.6376	0.8152
0.0491	9.0	2016	1.3169	0.8330	0.8180	0.8330	0.6950	0.6555	0.0828	0.0627	0.8653	0.9246	0.8330	0.6555	0.8330	0.6687	0.8235
0.0491	10.0	2240	1.4460	0.8307	0.8109	0.8307	0.6584	0.6291	0.0868	0.0636	0.8533	0.9210	0.8307	0.6291	0.8307	0.6398	0.8184
0.0491	11.0	2464	1.4100	0.8419	0.8166	0.8419	0.6718	0.6399	0.0806	0.0589	0.8642	0.9265	0.8419	0.6399	0.8419	0.6464	0.8263
0.0148	12.0	2688	1.5364	0.8218	0.8105	0.8218	0.6661	0.6340	0.0903	0.0674	0.8505	0.9181	0.8218	0.6340	0.8218	0.6469	0.8137
0.0148	13.0	2912	1.5380	0.8307	0.8118	0.8307	0.6596	0.6304	0.0870	0.0636	0.8512	0.9205	0.8307	0.6304	0.8307	0.6409	0.8185
0.0031	14.0	3136	1.6139	0.8218	0.8108	0.8218	0.6451	0.6353	0.0860	0.0674	0.8685	0.9226	0.8218	0.6353	0.8218	0.6396	0.8159
0.0031	15.0	3360	1.6356	0.8263	0.8117	0.8263	0.6626	0.6477	0.0842	0.0655	0.8700	0.9241	0.8263	0.6477	0.8263	0.6529	0.8183
0.0043	16.0	3584	1.6745	0.8241	0.7994	0.8241	0.6244	0.6229	0.0884	0.0664	0.8543	0.9196	0.8241	0.6229	0.8241	0.6231	0.8108
0.0043	17.0	3808	1.7867	0.8085	0.7946	0.8085	0.6221	0.6336	0.0906	0.0732	0.8678	0.9191	0.8085	0.6336	0.8085	0.6229	0.7996
0.0008	18.0	4032	1.7511	0.8151	0.7971	0.8151	0.6110	0.6216	0.0901	0.0703	0.8644	0.9199	0.8151	0.6216	0.8151	0.6145	0.8046
0.0008	19.0	4256	1.5909	0.8441	0.8079	0.8441	0.6260	0.6374	0.0792	0.0580	0.8670	0.9278	0.8441	0.6374	0.8441	0.6311	0.8249
0.0008	20.0	4480	1.5721	0.8463	0.8212	0.8463	0.6727	0.6546	0.0761	0.0571	0.8753	0.9304	0.8463	0.6546	0.8463	0.6547	0.8316
0.0039	21.0	4704	1.5819	0.8396	0.8054	0.8396	0.6337	0.6200	0.0843	0.0599	0.8527	0.9231	0.8396	0.6200	0.8396	0.6245	0.8199
0.0039	22.0	4928	1.5906	0.8486	0.8236	0.8486	0.6814	0.6512	0.0770	0.0562	0.8680	0.9291	0.8486	0.6512	0.8486	0.6570	0.8333
0.0005	23.0	5152	1.7133	0.8263	0.8047	0.8263	0.6403	0.6431	0.0831	0.0655	0.8745	0.9252	0.8263	0.6431	0.8263	0.6367	0.8143
0.0005	24.0	5376	1.7813	0.8241	0.8022	0.8241	0.6515	0.6290	0.0894	0.0664	0.8490	0.9183	0.8241	0.6290	0.8241	0.6348	0.8108
0.0033	25.0	5600	1.7983	0.8218	0.8001	0.8218	0.6485	0.6281	0.0902	0.0674	0.8486	0.9176	0.8218	0.6281	0.8218	0.6328	0.8088
0.0033	26.0	5824	1.8070	0.8218	0.8001	0.8218	0.6485	0.6281	0.0902	0.0674	0.8486	0.9176	0.8218	0.6281	0.8218	0.6328	0.8088
0.0	27.0	6048	1.8198	0.8218	0.8024	0.8218	0.6439	0.6295	0.0890	0.0674	0.8544	0.9191	0.8218	0.6295	0.8218	0.6335	0.8106
0.0	28.0	6272	1.8243	0.8218	0.8024	0.8218	0.6439	0.6295	0.0890	0.0674	0.8544	0.9191	0.8218	0.6295	0.8218	0.6335	0.8106
0.0	29.0	6496	1.8277	0.8218	0.8024	0.8218	0.6439	0.6295	0.0890	0.0674	0.8544	0.9191	0.8218	0.6295	0.8218	0.6335	0.8106
0.0003	30.0	6720	1.8292	0.8218	0.8024	0.8218	0.6439	0.6295	0.0890	0.0674	0.8544	0.9191	0.8218	0.6295	0.8218	0.6335	0.8106

Framework versions

Transformers 4.39.3
Pytorch 2.2.1+cu121
Datasets 2.19.1
Tokenizers 0.15.2

cite-text-analysis/case-analysis-InLegalBERT

Metrics

case-analysis-InLegalBERT

Model description

Intended uses & limitations

Training and evaluation data

Training procedure

Training hyperparameters

Training results

Framework versions

cite-text-analysis/
case-analysis-InLegalBERT