Nonlinear multiclass discriminant analysis

@article{Ma2003NonlinearMD,
  title={Nonlinear multiclass discriminant analysis},
  author={Junshui Ma and J. L. Sancho-Gomez and S. C. Ahalt},
  journal={IEEE Signal Processing Letters},
  year={2003},
  volume={10},
  pages={196-199}
}
An alternative nonlinear multiclass discriminant algorithm is presented. This algorithm is based on the use of kernel functions and is designed to optimize a general linear discriminant analysis criterion based on scatter matrices. By reformulating these matrices in a specific form, a straightforward derivation allows the kernel function to be introduced in a simple and direct way. Moreover, we propose a method to determine the value of the regularization parameter /spl tau/, based on this… CONTINUE READING

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