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Brizape/
tmvar_03_07

Name: tmvar_03_07
Rating: 2.5 (5 reviews)

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tmvar_03_07

This model is a fine-tuned version of microsoft/BiomedNLP-PubMedBERT-base-uncased-abstract-fulltext on the None dataset. It achieves the following results on the evaluation set:

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The following hyperparameters were used during training:

Training Loss	Epoch	Step	Validation Loss	Precision	Recall	F1	Accuracy
0.501	1.47	25	0.1310	0.0	0.0	0.0	0.9786
0.096	2.94	50	0.0526	0.3789	0.3297	0.3526	0.9862
0.0436	4.41	75	0.0308	0.3918	0.5189	0.4465	0.9917
0.0301	5.88	100	0.0222	0.5853	0.6865	0.6318	0.9944
0.0144	7.35	125	0.0176	0.7246	0.8108	0.7653	0.9957
0.0091	8.82	150	0.0166	0.7536	0.8432	0.7959	0.9957
0.006	10.29	175	0.0143	0.8298	0.8432	0.8365	0.9968
0.0039	11.76	200	0.0154	0.8112	0.8595	0.8346	0.9966
0.0027	13.24	225	0.0172	0.7586	0.8324	0.7938	0.9963
0.0026	14.71	250	0.0164	0.8163	0.8649	0.8399	0.9966
0.002	16.18	275	0.0173	0.8	0.8649	0.8312	0.9968
0.0018	17.65	300	0.0185	0.8641	0.8595	0.8618	0.9965
0.0016	19.12	325	0.0175	0.7970	0.8703	0.8320	0.9968
0.0015	20.59	350	0.0171	0.8141	0.8757	0.8437	0.9969