ARTMAP_Classify: ARTMAP_Classify

In gbaquer3/fuzzyARTMAP: Implementation of a fuzzy ARTMAP neural network

Description

Uses an ARTMAP network to classify the given input data.

Usage

ARTMAP_Classify(artmap_network, data)

Arguments

artmap_network	The trained ARTMAP network. It should be created with ARTMAP_Create_Network() and trained with ARTMAP_Learn()
data	Classification data to be presented to the network. It is a matrix of size NumFeatures-by-NumSamples.

Details

This function uses an ARTMAP network to classify the given input data with the specified vigilance parameter. Each sample of the data is presented to the network, which classifies each sample. The function returns the classification of each sample. If the classification of the sample requires that a new category be created, the class for that sample is set to -1.

Value

Vector of size NumSamples that holds the class in which the ARTMAP network placed each sample.

gbaquer3/fuzzyARTMAP documentation built on Aug. 2, 2020, 6:33 p.m.