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Overview

To better understand the implementation of classification and regression decision trees (CARTs) I wrote a program in python which processes a dataframe and builds a classification model from test data.

Software Demo Video

Development Environment

Language: python3 Tools: Visual Studio Code Libraries: pandas

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{Make a list of websites that you found helpful in this project}

Future Work

  • Display a visualization of tree for user
  • Self-generate tree
  • Given training data, return accurate predictions for test data

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