Combination of kernel PCA and linear support vector machine for modeling a nonlinear relationship between bioactivity and molecular descriptors期刊界 All Journals 搜尽天下杂志传播学术成果专业期刊搜索期刊信息化学术搜索

Combination of kernel PCA and linear support vector machine for modeling a nonlinear relationship between bioactivity and molecular descriptors

Authors:	Guang‐Hui Fu Dong‐Sheng Cao Qing‐Song Xu Hong‐Dong Li Yi‐Zeng Liang

Abstract:

Keywords:	kernel methods structure– activity relationship (SAR) kernel principal component analysis (KPCA) support vector machines (SVMs) classification de‐noising