About this document
ML Lab 1 (Ai 306) by mohammadhuzaifa699 is a document available to read on EtoBox.
The document outlines a machine learning lab focused on analyzing decision trees using various datasets, including iris, wine, and Boston housing. It includes code snippets for evaluating model performance based on metrics like accuracy, precision, and ROC, as well as comparing linear and tree regressions. Additionally, it discusses the impact of unpruned trees on overfitting and provides a detailed analysis of mean relative error for different tree depths.
- Author
- mohammadhuzaifa699
- Language
- EN