Question

If we increase the value of the hyperparameter min_samples_leaf from the default value, we would end up getting a ______________ tree than the tree with the default value.

Answer choices Select only one option
a.smaller
b.bigger

Answer 1

Increasing the value of the hyperparameter min_samples_leaf results in a bigger tree than the tree with the default value.

Step-by-step explanation:

If we increase the value of the hyperparameter min_samples_leaf from the default value, we would end up getting a bigger tree than the tree with the default value. The min_samples_leaf parameter determines the minimum number of samples required to be at a leaf node. When we increase this value, we are imposing a constraint on the tree to have more samples at each leaf, which leads to bigger trees.