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A python implementation of ID3 decision trees and random forest.

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andrijadukic/indecision-trees

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indecision-trees

A python implementation of ID3 decision trees and random forest. The main goal of this repository is to serve as a simple, clean python implementation for people trying to learn the concepts.

Running the CLI

The CLI requires three parameters to run:

  • path to the train dataset (any csv dataset, where the last column acts as the class label)
  • path to the test dataset (any csv dataset, where the last column acts as the class label)
  • path to the .cfg file (see examples in the config folder)

Type python main.py -h to see the available options.

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A python implementation of ID3 decision trees and random forest.

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