/decision-tree-from-scratch

Decision Tree, Built from Scratch

Primary LanguageJupyter NotebookMIT LicenseMIT

decision-tree-from-scratch

Decision Tree, Built from Scratch

Notebook

Description

This notebook explores building a decision tree classifier from scratch, then benchmarks it with a Sklearn Decision tree classifier.

Goals

  • Get in-depth knowledge of the underlying algorithm of decision trees
  • Get hands-on experience applying a decision tree classifier
    • Made from scratch
    • From Sklearn

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