DunnBC22
/

vit-base-patch16-224-in21k_lung_and_colon_cancer

Image Classification

generated_from_trainer

Inference Endpoints

Model card Files Files and versions Metrics Training metrics Community

DunnBC22 commited on Jul 25, 2023

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@@ -82,13 +82,12 @@ The following hyperparameters were used during training:
 ### Training results
-| Training Loss | Epoch | Step | Validation Loss | Accuracy | Weighted f1 | Micro f1 | Macro f1 | Weighted recall | Micro recall | Macro recall | Weighted precision | Micro precision | Macro precision |
 |:-------------:|:-----:|:----:|:---------------:|:--------:|:-----------:|:--------:|:--------:|:---------------:|:------------:|:------------:|:------------------:|:---------------:|:---------------:|
 | 0.0574        | 1.0   | 1250 | 0.0410          | 0.9864   | 0.9864      | 0.9864   | 0.9865   | 0.9864          | 0.9864       | 0.9864       | 0.9872             | 0.9864          | 0.9875          |
 | 0.0031        | 2.0   | 2500 | 0.0105          | 0.9972   | 0.9972      | 0.9972   | 0.9972   | 0.9972          | 0.9972       | 0.9973       | 0.9972             | 0.9972          | 0.9972          |
 | 0.0007        | 3.0   | 3750 | 0.0016          | 0.9994   | 0.9994      | 0.9994   | 0.9994   | 0.9994          | 0.9994       | 0.9994       | 0.9994             | 0.9994          | 0.9994          |
 ### Framework versions
 - Transformers 4.22.2

 ### Training results
+| Training Loss | Epoch | Step | Validation Loss | Accuracy | Weighted F1 | Micro F1 | Macro F1 | Weighted Recall | Micro Recall | Macro Recall | Weighted Precision | Micro Precision | Macro Precision |
 |:-------------:|:-----:|:----:|:---------------:|:--------:|:-----------:|:--------:|:--------:|:---------------:|:------------:|:------------:|:------------------:|:---------------:|:---------------:|
 | 0.0574        | 1.0   | 1250 | 0.0410          | 0.9864   | 0.9864      | 0.9864   | 0.9865   | 0.9864          | 0.9864       | 0.9864       | 0.9872             | 0.9864          | 0.9875          |
 | 0.0031        | 2.0   | 2500 | 0.0105          | 0.9972   | 0.9972      | 0.9972   | 0.9972   | 0.9972          | 0.9972       | 0.9973       | 0.9972             | 0.9972          | 0.9972          |
 | 0.0007        | 3.0   | 3750 | 0.0016          | 0.9994   | 0.9994      | 0.9994   | 0.9994   | 0.9994          | 0.9994       | 0.9994       | 0.9994             | 0.9994          | 0.9994          |
 ### Framework versions
 - Transformers 4.22.2