Compared with linear discriminant analysis (LDA), kernel-based discriminant analysis (KDA) is more suitable for classifying the linear non-separable problem.

• 通常根据已知的故障特征模式,给定某个判别函数类,根据此函数判断待识别样本属于哪一类故障。