Decision Trees Overfitting and Pruning

In this video, we will discuss practical considerations in designing a decision tree model. We will discuss how to overcome overfitting in decision trees, three ways to prune the tree, and how to handle missing attributes and continuous values. This channel is part of CSEdu4All, an educational initiative that aims to make computer science education accessible to all! We believe that everyone has the right to good education, and geographical and political boundaries should not be a barrier to obtaining knowledge and information. We hope that you will join and support us in this endeavor!