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Introduction to Decision Trees

Decision trees are a popular machine learning model used for classification and regression. In this post, I give an intuitive introduction to decision trees. The setup is as follows: Given a dataset about cats' features (ie whisker length, fur color, etc), how can we use a decision tree to predict the gender of a cat?

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How many nodes is too many?

In this post, we'll look at two different ways decision trees can be chosen, and how they affect predictions.

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