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from catboost import CatBoostClassifier

from sklearn.metrics import accuracy_score

from catboost import CatBoostClassifier
classifier_cb = CatBoostClassifier()
classifier_cb.fit(X_train, Y_train)
Y_predcb = classifier_cb.predict(X_test)
print('Accuracy = ', accuracy_score(Y_test, Y_predcb) * 100, '%')