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DataCleaner 1.5 release candidate 2 (Default branch)
01-23-2009
DataCleaner is an application for profiling, validating, and comparing data. These activities help you administer and monitor your data quality in order to ensure that your data is useful and applicable to your business situation. It can be used for master data management methodologies, data warehousing projects, statistical research, preparation for extract-transform-load activities, and more.License: GNU Lesser General Public License (LGPL)Changes:|
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FANN_GET_CASCADE_CANDIDATE_CHANGE_FRACTION(3) 1 FANN_GET_CASCADE_CANDIDATE_CHANGE_FRACTION(3) fann_get_cascade_candidate_change_fraction - Returns the cascade candidate change fraction SYNOPSIS
float fann_get_cascade_candidate_change_fraction (resource $ann) DESCRIPTION
The cascade candidate change fraction is a number between 0 and 1 determining how large a fraction the fann_get_MSE(3) value should change within fann_get_cascade_candidate_stagnation_epochs(3) during training of the candidate neurons, in order for the training not to stagnate. If the training stagnates, the training of the candidate neurons will be ended and the best candidate will be selected. It means that if the MSE does not change by a fraction of fann_get_cascade_candidate_change_fraction(3) during a period of fann_get_cas- cade_candidate_stagnation_epochs(3), the training of the candidate neurons is stopped because the training has stagnated. If the cascade candidate change fraction is low, the candidate neurons will be trained more and if the fraction is high they will be trained less. The default cascade candidate change fraction is 0.01, which is equalent to a 1% change in MSE. PARAMETERS
o $ann -Neural network resource. RETURN VALUES
The cascade candidate change fraction, or FALSE on error. SEE ALSO
fann_set_cascade_candidate_change_fraction(3), fann_get_MSE(3), fann_get_cascade_candidate_stagnation_epochs(3). PHP Documentation Group FANN_GET_CASCADE_CANDIDATE_CHANGE_FRACTION(3)