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Tree-based modelling

Classified COVID risk and predicted car prices with Decision Trees, Random Forest and Gradient Boosting.

Type
Academic
Status
Analysis complete · write-up in progress
Year
2026
Stack
Python, scikit-learn, Random Forest, Gradient Boosting

Coursework for DSA 4202. It compares single trees with ensemble methods on two datasets:

The code, both datasets and seven figures are complete. The written case study will be published after final submission.

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