Evolutionary algorithms have emerged as a robust alternative to traditional greedy approaches for decision tree induction. By mimicking the natural selection process, these algorithms iterate over ...

Because the decision tree model was trained using normalized and encoded data, the x-input must be normalized and encoded in the same way. Notice the double square brackets on the x-input. The predict ...

The basic underlying concept is based on a Monte Carlo Tree Search, a decision-making algorithm also used by Google's AlphaZero. Here, Monte Carlo essentially means something random, and tree ...