ugtm.ugtm_crossvalidate

Cross-validation support for GTC and GTR models (also SVM and PCA).

Functions

crossvalidateGTC(data, labels[, k, m, s, ...])

Cross-validate GTC model.

crossvalidateGTR(data, labels[, k, m, s, ...])

Cross-validate GTR model.

crossvalidatePCAC(data, labels[, ...])

Cross-validate PCA kNN classification model.

crossvalidatePCAR(data, labels[, ...])

Cross-validate PCA kNN regression model.

crossvalidateSVC(data, labels[, C, doPCA, ...])

Cross-validate SVC model.

crossvalidateSVCrbf(data, labels[, C, ...])

Cross-validate SVC model with RBF kernel.

crossvalidateSVR(data, labels[, C, epsilon, ...])

Cross-validate SVR model with linear kernel.

whichExperiment(data, labels, args[, discrete])