Update app.py

app.py

@@ -486,9 +486,9 @@ def main():
                     y_prob = pipeline.predict_proba(X_test)[:, 1] if hasattr(pipeline, "predict_proba") else None
                 
                     accuracy = accuracy_score(y_test, y_pred)
-                    precision = precision_score(y_test, y_pred, average='binary')
-                    recall = recall_score(y_test, y_pred, average='binary')
-                    f1 = f1_score(y_test, y_pred, average='binary')
+                    precision = precision_score(y_test, y_pred)
+                    recall = recall_score(y_test, y_pred)
+                    f1 = f1_score(y_test, y_pred)
                     roc_auc = roc_auc_score(y_test, y_prob) if y_prob is not None else None
                 
                     results[name] = {