What is the main preference (inductive bias) for all decision tree learning algorithms (ID3, CART, ...)? Select one: a. We prefer a smaller tree that can "unmix" the data points on the leaf nodes. b....


What is the main preference (inductive bias) for all decision tree learning algorithms (ID3, CART, ...)?


Select one:


a. We prefer a smaller tree that can "unmix" the data points on the leaf nodes.

b. We prefer a high entropy state of the data points on the leaf nodes.

c. We prefer a larger tree that can "unmix" the data points on the leaf nodes.

d. We prefer a low entropy state of the data points on the leaf nodes.



Jun 03, 2022
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