NLPV commited on
Commit
f8dd345
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verified Β·
1 Parent(s): 7772fb6

Update app.py

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Files changed (1) hide show
  1. app.py +6 -6
app.py CHANGED
@@ -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"βœ… Initial training completed in {train_time:.4f} seconds\n"
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- logs += f"🎯 Accuracy before unlearning: {acc_before:.4f}\n"
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- #logs += f"🎯 F1-score before unlearning: {f1_before:.4f}\n"
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  # Delete a data point
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  try:
@@ -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"\n🧽 Deleted index {delete_index} in {delete_time:.5f} seconds\n"
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- logs += f"🎯 Accuracy after unlearning: {acc_after:.4f}\n"
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- #logs += f"🎯 F1-score after unlearning: {f1_after :.4f}\n"
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  except Exception as e:
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  logs += f"\n⚠️ 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"\nπŸ” Retraining completed in {retrain_time:.5f} seconds (without index {delete_index})\n"
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- logs += f"🎯 Accuracy after retraining: {acc_retrain:.4f}\n"
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- #logs += f"🎯 F1-score after retraining: {f1_unlearn:.4f}\n"
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  except Exception as e:
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  logs += f"\n⚠️ 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"βœ… Initial training completed in {train_time:.4f} seconds\n"
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+ #logs += f"🎯 Accuracy before unlearning: {acc_before:.4f}\n"
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+ logs += f"🎯 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"\n🧽 Deleted index {delete_index} in {delete_time:.5f} seconds\n"
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+ #logs += f"🎯 Accuracy after unlearning: {acc_after:.4f}\n"
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+ logs += f"🎯 F1-score after unlearning: {f1_after :.4f}\n"
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  except Exception as e:
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  logs += f"\n⚠️ Error during unlearning: {str(e)}\n"
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  logs += f"\nπŸ” Retraining completed in {retrain_time:.5f} seconds (without index {delete_index})\n"
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+ #logs += f"🎯 Accuracy after retraining: {acc_retrain:.4f}\n"
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+ logs += f"🎯 F1-score after retraining: {f1_unlearn:.4f}\n"
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  except Exception as e:
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  logs += f"\n⚠️ Error during retraining: {str(e)}\n"
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