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Fix issue about using LabelEncoder.transform and np.array functions, as they accept only arrays.
RahulVadisetty91
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The cross_validation module has been deprecated and replaced with model_selection in the newer versions of scikit-learn.
from sklearn.model_selection import train_test_split, cross_val_score
Update all instances of cross_validation to model_selection, like this:
X_train, X_test, y_train, y_test = train_test_split(X, y, test_size=0.2, random_state=5)
f1 = cross_val_score(classifier, X, y, scoring='f1_weighted', cv=3)
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Fix issue about using LabelEncoder.transform and np.array functions, as they accept only arrays.