overfitting model

# Make predictions
y_train_pred = hypertuned_model.predict(X_train)
y_test_pred = hypertuned_model.predict(X_test)

# Calculate MSE
train_mse = accuracy_score(y_train, y_train_pred)
test_mse = accuracy_score(y_test, y_test_pred)

print(f"Training accuracy: {train_mse:.2f}")
print(f"Test accuracy: {test_mse:.2f}")