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() . |