Comparing the performance of winsorize tree to other data mining techniques for cases involving outliers

• 主要作者: Chee, Keong Ch’ng
• 格式: Article
• 語言: English
• 出版: Blue Eyes Intelligence Engineering & Sciences Publication 2019
• 主題: QA75 Electronic computers. Computer science
• 在線閱讀: http://repo.uum.edu.my/26925/1/IJRTE%208%202S2%202019%20197%20201.pdf; http://repo.uum.edu.my/26925/; http://doi.org/10.35940/ijrte.B1036.0782S219
• 機構: Universiti Utara Malaysia

Winsorize tree is a modified tree that reformed from classification and regression tree (CART). It lays on the strategy of handling and accommodating the outliers simultaneously in all nodes while generating the subsequence branches of tree. Normally, due to the existence of outlier, the accuracy ra...