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ViTAMIn-O Auto-Upload: Seed 46

Browse files
README.md CHANGED
@@ -17,12 +17,12 @@ This model was trained using the **ColabViTAMIn-O** code-free infrastructure.
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  * **Repository:** `ViTAMIn-O/PDLO_classifier`
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  ## Training Hyperparameters
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- * **Seed:** `42`
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  * **Epochs:** `20`
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  * **Batch Size:** `32`
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  ## Evaluation Metrics (Test Set)
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- * **Accuracy:** `0.9250`
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- * **Global AUROC:** `0.9881`
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  *This model card was auto-generated by the ViTAMIn-O pipeline to ensure reproducibility and open-science transparency.*
 
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  * **Repository:** `ViTAMIn-O/PDLO_classifier`
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  ## Training Hyperparameters
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+ * **Seed:** `46`
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  * **Epochs:** `20`
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  * **Batch Size:** `32`
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  ## Evaluation Metrics (Test Set)
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+ * **Accuracy:** `0.9625`
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+ * **Global AUROC:** `0.9938`
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  *This model card was auto-generated by the ViTAMIn-O pipeline to ensure reproducibility and open-science transparency.*
best_metric_tracker.json CHANGED
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results_seed_46.json ADDED
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+ {"Accuracy": 0.9625, "Balanced_Accuracy": 0.9625, "MCC": 0.9276125895432153, "Cohen_Kappa": 0.925, "Brier_Score": 0.03875666580073609, "Global_AUROC": 0.99375, "satisfactory_AUROC": 0.99375, "unsatisfactory_AUROC": 0.99375, "satisfactory_Precision": 0.9302325581395349, "satisfactory_Recall": 1.0, "satisfactory_Specificity": 0.925, "satisfactory_NPV": 1.0, "satisfactory_F1": 0.963855421686747, "unsatisfactory_Precision": 1.0, "unsatisfactory_Recall": 0.925, "unsatisfactory_Specificity": 1.0, "unsatisfactory_NPV": 0.9302325581395349, "unsatisfactory_F1": 0.961038961038961, "Macro_Precision": 0.9651162790697674, "Macro_Recall": 0.9625, "Macro_Specificity": 0.9625, "Macro_F1": 0.9624471913628541, "Seed": 46}