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moro01525/
ICU_Returns_COReClinicalBioBERT

Name: ICU_Returns_COReClinicalBioBERT
Availability: InStock

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ICU_Returns_COReClinicalBioBERT

This model is a fine-tuned version of bvanaken/CORe-clinical-outcome-biobert-v1 on an unknown 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	F1:	Roc Auc	Precision with 0:	Precision with 1:	Recall with 0:	Recal with 1:	Accuracy:
No log	1.0	46	0.6908	0.4103	0.5330	0.875	0.5172	0.0769	0.9890	0.5330
No log	2.0	92	0.6839	0.4361	0.5357	0.7241	0.5194	0.1154	0.9560	0.5357
No log	3.0	138	0.7113	0.4827	0.5549	0.7174	0.5314	0.1813	0.9286	0.5549
No log	4.0	184	0.6089	0.6674	0.6703	0.7095	0.6435	0.5769	0.7637	0.6703
No log	5.0	230	0.6138	0.6533	0.6731	0.8316	0.6171	0.4341	0.9121	0.6731
No log	6.0	276	0.6892	0.7153	0.7253	0.8596	0.664	0.5385	0.9121	0.7253
No log	7.0	322	1.0376	0.6385	0.6703	0.9189	0.6069	0.3736	0.9670	0.6703
No log	8.0	368	1.1796	0.7088	0.7225	0.8932	0.6552	0.5055	0.9396	0.7225
No log	9.0	414	1.0800	0.7749	0.7802	0.9048	0.7143	0.6264	0.9341	0.7802
No log	10.0	460	2.0318	0.6717	0.6951	0.9176	0.6272	0.4286	0.9615	0.6951
0.3613	11.0	506	1.9762	0.6796	0.7005	0.9101	0.6327	0.4451	0.9560	0.7005
0.3613	12.0	552	1.7367	0.7469	0.7555	0.9043	0.6867	0.5714	0.9396	0.7555
0.3613	13.0	598	1.8391	0.7210	0.7335	0.9048	0.6641	0.5220	0.9451	0.7335