DML Toolbox Functions
- dml.analysis - multivariate analysis class
- dml.blogreg - Bayesian logistic regression
- dml.bootstrap - bootstrapping to determine parameter relevance
- dml.circreg - circular regression method
- dml.corclas - template matching correlation based classifier
- dml.crossvalidator - crossvalidation class
- dml.enet - efficient elastic net algorithm
- dml.filterer - filtering approach to feature selection
- dml.garrote - variational garrote
- dml.gp - Gaussian process
- dml.graphnet - native implementation of graphnet algorithm
- dml.gridsearch - grid search method
- dml.hmm - Hidden Markov model with continuous observations
- dml.lds - linear dynamical system
- dml.method - abstract class for multivariate methods
- dml.naive - gaussian naive Bayes classifier
- dml.ndata - wrapper class to make methods handle multiple datas
- dml.noutput - wrapper class to make methods handle multiple outpu
- dml.one_against_one - one-against-one binary classification
- dml.one_against_rest - one-against-rest binary classification
- dml.permutation - permutation testing class
- dml.prior - used to created smoothing and shrinkage priors
- dml.searchlight - searchlight analysis
- dml.sincos - circular regression by decomposing into sine and co
- dml.slda - shrinkage linear discriminant analysis
- dml.sopls - sparse orthonormalized partial least squares
- dml.standardizer - takes zscores
- dml.statistic - test statistics
- dml.svm - support vector machine
- dml.whiten - whitens the data