The Complete SPRLIB & ANNLIB

compute_error_dataset

- calculate the error between samples of two datasets (LOCAL)

SYNOPSIS

double compute_error_dataset (dset1, dset2)

ARGUMENTS

DATASET *dset1 The first dataset.
DATASET *dset2 The second dataset.

RETURNS

The total summed squared error of the samples in the datasets.

FUNCTION

The function calculates the summed squared error between the samples of the two datasets dset1 and dset2. Note that the error is caculated per sample as they are ordered in the datasets and not all combinations of samples are used. Moreover it is convenient if both datsets have the same number of samples. This function is used to calculate the stopping criterion for the isodata clustering algorithm.

SEEL ALSO

isodata_basic

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