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Hyperparameter Tuning in Decision Trees by Zazkyeya is a document available to read on EtoBox.
What is Hyperparameter Tuning in Decision Trees about?
This document summarizes decision tree and related techniques for classification in ScalaTion, a Scala-based framework for analytics. It describes implementing decision tree algorithms ID3 and C45 to handle both discrete and continuous data. It also covers pruning algorithms to reduce tree size, hyperparameter tuning, and bagging as an ensemble method to combine predictions from multiple decision trees and improve accuracy. The techniques developed in ScalaTion are evaluated against corresponding models in
- Author
- Zazkyeya
- Language
- EN