Spaces:
Running
Running
Update app.py
Browse files
app.py
CHANGED
@@ -34,8 +34,8 @@ def run_dare_demo(delete_index=25):
|
|
34 |
f1_before = f1_score(y_test, y_pred, average='macro')
|
35 |
|
36 |
logs += f"β
Initial training completed in {train_time:.4f} seconds\n"
|
37 |
-
logs += f"π― Accuracy before unlearning: {acc_before:.4f}\n"
|
38 |
-
|
39 |
|
40 |
# Delete a data point
|
41 |
try:
|
@@ -47,8 +47,8 @@ def run_dare_demo(delete_index=25):
|
|
47 |
f1_after = f1_score(y_test, y_pred_after, average='macro')
|
48 |
|
49 |
logs += f"\nπ§½ Deleted index {delete_index} in {delete_time:.5f} seconds\n"
|
50 |
-
logs += f"π― Accuracy after unlearning: {acc_after:.4f}\n"
|
51 |
-
|
52 |
except Exception as e:
|
53 |
logs += f"\nβ οΈ Error during unlearning: {str(e)}\n"
|
54 |
|
@@ -68,8 +68,8 @@ def run_dare_demo(delete_index=25):
|
|
68 |
|
69 |
|
70 |
logs += f"\nπ Retraining completed in {retrain_time:.5f} seconds (without index {delete_index})\n"
|
71 |
-
logs += f"π― Accuracy after retraining: {acc_retrain:.4f}\n"
|
72 |
-
|
73 |
except Exception as e:
|
74 |
logs += f"\nβ οΈ Error during retraining: {str(e)}\n"
|
75 |
|
|
|
34 |
f1_before = f1_score(y_test, y_pred, average='macro')
|
35 |
|
36 |
logs += f"β
Initial training completed in {train_time:.4f} seconds\n"
|
37 |
+
#logs += f"π― Accuracy before unlearning: {acc_before:.4f}\n"
|
38 |
+
logs += f"π― F1-score before unlearning: {f1_before:.4f}\n"
|
39 |
|
40 |
# Delete a data point
|
41 |
try:
|
|
|
47 |
f1_after = f1_score(y_test, y_pred_after, average='macro')
|
48 |
|
49 |
logs += f"\nπ§½ Deleted index {delete_index} in {delete_time:.5f} seconds\n"
|
50 |
+
#logs += f"π― Accuracy after unlearning: {acc_after:.4f}\n"
|
51 |
+
logs += f"π― F1-score after unlearning: {f1_after :.4f}\n"
|
52 |
except Exception as e:
|
53 |
logs += f"\nβ οΈ Error during unlearning: {str(e)}\n"
|
54 |
|
|
|
68 |
|
69 |
|
70 |
logs += f"\nπ Retraining completed in {retrain_time:.5f} seconds (without index {delete_index})\n"
|
71 |
+
#logs += f"π― Accuracy after retraining: {acc_retrain:.4f}\n"
|
72 |
+
logs += f"π― F1-score after retraining: {f1_unlearn:.4f}\n"
|
73 |
except Exception as e:
|
74 |
logs += f"\nβ οΈ Error during retraining: {str(e)}\n"
|
75 |
|