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selmamalak/
derma-swin-large-finetuned

Name: derma-swin-large-finetuned
Availability: InStock

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derma-swin-large-finetuned

This model is a fine-tuned version of microsoft/swin-large-patch4-window7-224-in22k on the medmnist-v2 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	Accuracy	Precision	Recall	F1
0.8516	1.0	109	0.7470	0.7547	0.5456	0.3914	0.4188
0.7738	2.0	219	0.8953	0.7168	0.4225	0.4459	0.3577
0.6994	3.0	328	0.6593	0.7607	0.6257	0.5059	0.5105
0.6731	4.0	438	0.6145	0.7717	0.6322	0.5001	0.5383
0.7266	5.0	547	0.6839	0.7398	0.5520	0.5344	0.4935
0.6388	6.0	657	0.6243	0.7667	0.6117	0.5063	0.5338
0.6495	7.0	766	0.6161	0.7827	0.6357	0.6153	0.6163
0.5639	8.0	876	0.5752	0.7836	0.6018	0.5912	0.5931
0.6012	9.0	985	0.5508	0.7926	0.6303	0.6195	0.6176
0.5468	9.95	1090	0.5665	0.7856	0.6470	0.6288	0.6355