PE_PARZENC

Parzen Classifier for PE spaces

    [W,H,E] = PE_PARZENC(A,H)
    [W,H,E] = PE_PARZENC(A)

Input
A	PE dataset
H	Smoothing parameter (optional; default: H is optimized  with respect to the leave-one-out error on A)

Output
W	Parzen classifier
H	Number of the nearest neighbors used
E	The leave-one-out error

Description

Computation of the Parzen classifier for the PE dataset A.

Warning: class prior probabilities in A are neglected.

See also

mappings, datasets, parzenc, parzenddc,