Decision Trees - Split Criteria

How do we calculate how good a split is? In this video we will introduce the split criteria used in trees.
Trees Playlist: bit.ly/MeerkatStatisticsTrees
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"Decision Trees" Mini Course Outline:
* Course Materials
* Introduction to Decision Trees
* Split Criteria
* Stop Criteria, Categorical Data, Missing Values and Implementation Details
* Build a Decision Tree from scratch in Python using numpy
* Code - Moving to a class implementation, entropy
* Code - Building the tree using a stack and a queue
* Code - Regression Trees
* Cost Complexity Pruning - Theory and Code
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