The goal of a machine learning regression ... For the decision tree presented in this article, categorical predictors, such as sex, State and political leaning, should be zero-based integer-encoded.

Decision trees are a simple but powerful prediction method. Figure 1: A classification decision tree is built by partitioning the predictor variable to reduce class mixing at each split.

Use modern machine learning tools and python libraries. Explain how to deal with linearly-inseparable data. Compare logistic regression’s strengths and weaknesses. Explain what decision tree is & how ...