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selmamalak/
breastmnist-swin-base-finetuned

Name: breastmnist-swin-base-finetuned
Availability: InStock

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breastmnist-swin-base-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
No log	0.9143	8	0.5069	0.7436	0.8701	0.5238	0.4708
0.6976	1.9429	17	0.4591	0.8590	0.8190	0.8283	0.8234
0.5351	2.9714	26	0.3745	0.8846	0.8667	0.8308	0.8462
0.4998	4.0	35	0.3243	0.8974	0.8697	0.8697	0.8697
0.4569	4.9143	43	0.4070	0.8590	0.8306	0.7982	0.8120
0.4182	5.9429	52	0.3801	0.8718	0.8439	0.8221	0.8319
0.4432	6.9714	61	0.3071	0.8718	0.8371	0.8371	0.8371
0.3988	8.0	70	0.3205	0.8718	0.8332	0.8521	0.8417
0.3988	8.9143	78	0.3239	0.8846	0.8506	0.8609	0.8555
0.3993	9.1429	80	0.3214	0.8846	0.8506	0.8609	0.8555