In this video I show the gain computation for all features and valid data intervals to create a decision tree. I used the Iris dataset, available at scikit-learn opendatasets module plus some data augmentation technique using basic random noise to create more samples.
The source code and presentation used to create the video is available at https://github.com/tkorting/youtube/how-decision-trees-works-2/
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