Oblique decision tree ensemble via twin bounded SVM

• المؤلفون الرئيسيون: Ganaie, M. A., Tanveer, M., Suganthan, Ponnuthurai Nagaratnam
• مؤلفون آخرون: School of Electrical and Electronic Engineering
• التنسيق: مقال
• اللغة: English
• منشور في: 2022
• الموضوعات: Engineering::Electrical and electronic engineering; Oblique; Ensemble
• الوصول للمادة أونلاين: https://hdl.handle.net/10356/161155
• المؤسسة: 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...