The Complete SPRLIB & ANNLIB

loo_min_dist_perf

- compute the performance of the minimum distance using the leave-one-out method

SYNOPSIS

double loo_min_dist_perf (dataset)

ARGUMENTS

DATASET *dataset The dataset of which the performance should be computed.

RETURNS

If no error occured the function returns the performance of the nearest mean classifier using the leave-one-out method, i.e. the fraction of the samples wrongly classified. In case of an error, a negative number is returned.

FUNCTION

Compute the performance of the nearest mean classifier on the dataset dataset using the leave-one-out (loo) method.

SEE ALSO

knn_classify

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