Kernel ridge regression for general noise model with its application

Shiguang Zhang, Qinghua Hu, Zongxia Xie, Ju-Sheng Mi

Abstract: Highlights•We derive the optimal loss functions for different noise models.•We develop a new framework of kernel ridge regression.•We utilize the proposed model to short term wind speed prediction.•The ALM approach is applied to solve the proposed model.