About this document
CART and ID3 in Data Mining Lab by GATE Aspirant is a document available to read on EtoBox.
The document discusses classification and regression trees using CART, ID3 algorithms. It loads tennis and salary datasets, encodes categorical variables, splits data into training and test sets. Decision trees are constructed to classify tennis play and predict salary. The trees are plotted to visualize the models. Regression tree is also built on salary data to learn the relationship between job level and salary.
- Author
- GATE Aspirant
- Language
- EN