ugtm.ugtm_predictions

GTC (GTM classification) and GTR (GTM regression)

Functions

GTC(train, labels, test[, k, m, s, regul, …])	Run GTC (GTM classification): Bayes or nearest node algorithm.
GTR(train, labels, test[, k, m, s, regul, …])	Run GTR (GTM nearest node(s) regression).
advancedGTC(train, labels, test[, …])	Run GTC (GTM classification): advanced Bayes
advancedPredictBayes(optimizedModel, labels, …)	Bayesian GTM classifier: complete model
predictBayes(optimizedModel, labels, new_data)	Bayesian GTM classifier (GTC Bayes).
predictNN(optimizedModel, labels, new_data)	GTM nearest node(s) classification or regression.
predictNNSimple(train, test, labels[, …])	Nearest neighbor(s) classification or regression.
printClassPredictions(prediction, output)	Print output of advancedPredictBayes().