Alternative Local Discriminant Bases Using Empirical Expectation and Variance Estimation
<|reference_start|>Alternative Local Discriminant Bases Using Empirical Expectation and Variance Estimation: We propose alternative discriminant measures for selecting the best basis among a large collection of orthonormal bases for classification purposes. A generalization of the Local Discriminant Basis Algorithm of Saito and Coifman is constructed. The success of these new methods is evaluated and compared to earlier methods in experiments.<|reference_end|>
@article{fossgaard1999alternative,
    title={Alternative Local Discriminant Bases Using Empirical Expectation and
  Variance Estimation},
    author={Eirik Fossgaard},
    journal={arXiv preprint arXiv:cs/9907005},
    year={1999},
    archivePrefix={arXiv},
    eprint={cs/9907005},
    primaryClass={cs.NA}
}