def select_feature(train, targets, test, thresh):
model = XGBClassifier()
model.fit(train, targets)
model = SelectFromModel(model, threshold=thresh, prefit=True)
train_reduced = model.transform(train)
test_reduced = model.transform(test)
return train_reduced, test_reduced
