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from sklearn.linear_model import LogisticRegression

from sklearn.metrics import classification_report

classifier = LogisticRegression()
classifier.fit(X_train, y_train)

lr_score = classifier.score(X_test, y_test)

predictions = classifier.predict(X_test)
from sklearn.metrics import classification_report
print(classification_report(y_test, predictions))