Main take-awayΒΆ

Wrap-upΒΆ

In this module, we presented decision trees in details. We saw that they:

  • are suited for both regression and classification problems;

  • are non-parametric models;

  • are not able to extrapolate;

  • are sensible to hyperparameter tuning.

To go furtherΒΆ

You can refer to the following scikit-learn examples which are related to the concepts approached during this module: