AI News, Machine Learning FAQ

Machine Learning FAQ

Index I’d say any time when your classes are linearly separable by a straight line or hyperplane that is not perpendicular to one of the axes (1).

(1) The intuition is that decision trees are piece-wise linear functions that partition the feature space perpendicular to the axes.

(2) The intuition for the regression window is that in decision tree regression, our predicted target variable is the average of the target variables at a terminal node (these come from the training set).

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