Question: we use Entropy to gain information to estimate which variable is the best for the current split. This method tends to prefer more splits, which

we use Entropy to gain information to estimate which variable is
the best for the current split. This method tends to prefer more
splits, which might cause overfitting. That is why we have
Gain Ratio:
(
we use Entropy to gain information to estimate

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