Using the program from Section 8.2.4, write a basic implementation of a decision tree for a binary

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Using the program from Section 8.2.4, write a basic implementation of a decision tree for a binary classification problem. Implement the misclassification, Gini index, and entropy impurity criteria to split nodes. Compare the results.

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Data Science And Machine Learning Mathematical And Statistical Methods

ISBN: 9781118710852

1st Edition

Authors: Dirk P. Kroese, Thomas Taimre, Radislav Vaisman, Zdravko Botev

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