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STA 671D Final Project: Finding the subset of trees in the Rashomon set that are greedy past a certain depth and doing some analysis with them.

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tracysun27/treeFarms

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CS 671D Fall 2024 Final Project

This was my final project for CS 671D (Theory and Algorithms of Machine Learning). I did some data visualizations to compare a subset of the Rashomon set to the full Rashomon set of sparse decision trees for two datasets, which you can find in the file check_greedy.ipynb in the treefarms folder (most of the other files are from the original repo). The original repository is here: https://github.com/ubc-systopia/treeFarms

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STA 671D Final Project: Finding the subset of trees in the Rashomon set that are greedy past a certain depth and doing some analysis with them.

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