Decision Tree, Entropy, Information Gain, Gini Index.
accuracy. As alpha increases, more of the tree is pruned, thus creating a decision tree that generalizes better. at some point, however, further increases in α actually lead to a decrease in test accuracy as the model becomes too simplified. In this example, setting ccp_alpha=0.015 maximizes the