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Update app.py
Browse files
app.py
CHANGED
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@@ -34,8 +34,8 @@ def run_dare_demo(delete_index=25):
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f1_before = f1_score(y_test, y_pred, average='macro')
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logs += f"β
Initial training completed in {train_time:.4f} seconds\n"
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logs += f"π― Accuracy before unlearning: {acc_before:.4f}\n"
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# Delete a data point
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try:
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@@ -47,8 +47,8 @@ def run_dare_demo(delete_index=25):
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f1_after = f1_score(y_test, y_pred_after, average='macro')
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logs += f"\nπ§½ Deleted index {delete_index} in {delete_time:.5f} seconds\n"
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logs += f"π― Accuracy after unlearning: {acc_after:.4f}\n"
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except Exception as e:
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logs += f"\nβ οΈ Error during unlearning: {str(e)}\n"
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@@ -68,8 +68,8 @@ def run_dare_demo(delete_index=25):
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logs += f"\nπ Retraining completed in {retrain_time:.5f} seconds (without index {delete_index})\n"
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logs += f"π― Accuracy after retraining: {acc_retrain:.4f}\n"
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except Exception as e:
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logs += f"\nβ οΈ Error during retraining: {str(e)}\n"
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f1_before = f1_score(y_test, y_pred, average='macro')
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logs += f"β
Initial training completed in {train_time:.4f} seconds\n"
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#logs += f"π― Accuracy before unlearning: {acc_before:.4f}\n"
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logs += f"π― F1-score before unlearning: {f1_before:.4f}\n"
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# Delete a data point
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try:
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f1_after = f1_score(y_test, y_pred_after, average='macro')
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logs += f"\nπ§½ Deleted index {delete_index} in {delete_time:.5f} seconds\n"
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#logs += f"π― Accuracy after unlearning: {acc_after:.4f}\n"
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logs += f"π― F1-score after unlearning: {f1_after :.4f}\n"
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except Exception as e:
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logs += f"\nβ οΈ Error during unlearning: {str(e)}\n"
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logs += f"\nπ Retraining completed in {retrain_time:.5f} seconds (without index {delete_index})\n"
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#logs += f"π― Accuracy after retraining: {acc_retrain:.4f}\n"
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logs += f"π― F1-score after retraining: {f1_unlearn:.4f}\n"
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except Exception as e:
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logs += f"\nβ οΈ Error during retraining: {str(e)}\n"
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