About this document
TMP 19 by mugamari mari is a document available to read on EtoBox.
The document discusses various Decision Tree-based algorithms including ID3, C4.5, C5.0, and CART, highlighting their core metrics, strengths, and limitations. ID3 is foundational but limited to categorical data, while C4.5 and C5.0 improve upon it by handling continuous attributes and missing values. CART offers versatility for both classification and regression, and scalable techniques like RAINFOREST and SPRINT are introduced for managing large datasets.
- Author
- mugamari mari
- Language
- EN