Oblique decision tree ensemble via twin bounded SVM

• Main Authors: Ganaie, M. A., Tanveer, M., Suganthan, Ponnuthurai Nagaratnam
• 其他作者: School of Electrical and Electronic Engineering
• 格式: Article
• 語言: English
• 出版: 2022
• 主題: Engineering::Electrical and electronic engineering; Oblique; Ensemble
• 在線閱讀: https://hdl.handle.net/10356/161155
• 機構: Nanyang Technological University

Ensemble methods with “perturb and combine” strategy have shown improved performance in the classification problems. Recently, random forest algorithm was ranked one among 179 classifiers evaluated on 121 UCI datasets. Motivated by this, we propose a new approach for the generation of oblique decisi...