Which one of the following statements is

INCORRECT?

$2$

Name

$$ The main common unsupervised machine learning method is clustering.

$$ Increasing the size of the training set is likely to improve the model's performance on new data.

$$ To reduce bias, removing predictor variables irrelevant to the target variable from the dataset is a possible strategy.

$$ Supervised machine learning methods require predefined target$$variables$.$