print("Accuracy:", accuracy_score(y_test_v4, mnb_y_pred))
print("Confusion Matrix:", confusion_matrix(y_test_v4, mnb_y_pred))
print("Classification Report:", classification_report(y_test_v4, mnb_y_pred))
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