An Ensemble of Kernel Ridge Regression for Multi-class Classification

• المؤلفون الرئيسيون: Suganthan, Ponnuthurai Nagaratnam, Rakesh, Katuwal
• مؤلفون آخرون: School of Electrical and Electronic Engineering
• التنسيق: مقال
• اللغة: English
• منشور في: 2018
• الموضوعات: Kernel Ridge Regression; Multi-class Classification
• الوصول للمادة أونلاين: https://hdl.handle.net/10356/88058; http://hdl.handle.net/10220/44558
• المؤسسة: Nanyang Technological University

We propose an ensemble of kernel ridge regression based classifiers in this paper. Kernel ridge regression admits a closed form solution making it faster to compute and also making it suitable to use for ensemble methods for small and medium sized data sets. Our method uses random vector functional...