Prediction of panel and streaming data using wavelet transform-based decision trees

Decision trees are a popular model for classification and regression since they have an easy interpretation and no parameter assumptions. In the tree building process, we choose the Gini index as the splitting criterion which has good performance for data with many missing values and many categories...

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Bibliographic Details
Main Author: Zhao, Xin
Other Authors: Barber, Stuart ; Taylor, Charles
Published: University of Leeds 2018
Subjects:
Online Access:https://ethos.bl.uk/OrderDetails.do?uin=uk.bl.ethos.762522