Documentation

This is machine translation

Translated by Microsoft
Mouseover text to see original. Click the button below to return to the English verison of the page.

Note: This page has been translated by MathWorks. Please click here
To view all translated materals including this page, select Japan from the country navigator on the bottom of this page.

Statistics and Machine Learning Toolbox Classes

Alphabetical List By Category
BayesianOptimizationBayesian optimization results
BetaDistributionBeta probability distribution object
BinomialDistributionBinomial probability distribution object
BirnbaumSaundersDistributionBirnbaum-Saunders probability distribution object
BurrDistributionBurr probability distribution object
CalinskiHarabaszEvaluationCalinski-Harabasz criterion clustering evaluation object
ClassificationBaggedEnsembleClassification ensemble grown by resampling
ClassificationDiscriminantDiscriminant analysis classification
ClassificationECOCMulticlass model for support vector machines or other classifiers
ClassificationEnsembleEnsemble classifier
ClassificationKernelGaussian kernel classification model using feature expansion for big data
ClassificationKNNk-nearest neighbor classification
ClassificationLinearLinear model for binary classification of high-dimensional data
ClassificationNaiveBayesNaive Bayes classification
ClassificationPartitionedECOCCross-validated multiclass model for support vector machines or other classifiers
ClassificationPartitionedEnsembleCross-validated classification ensemble
ClassificationPartitionedLinearCross-validated linear model for binary classification of high-dimensional data
ClassificationPartitionedLinearECOCCross-validated linear error-correcting output codes model for multiclass classification of high-dimensional data
ClassificationPartitionedModelCross-validated classification model
ClassificationSVMSupport vector machine for binary classification
ClassificationTreeBinary decision tree for classification
CompactClassificationDiscriminantCompact discriminant analysis class
CompactClassificationECOCCompact multiclass model for support vector machines or other classifiers
CompactClassificationEnsembleCompact classification ensemble class
CompactClassificationNaiveBayesCompact naive Bayes classifier
CompactClassificationSVMCompact support vector machine for binary classification
CompactClassificationTreeCompact classification tree
CompactGeneralizedLinearModelCompact generalized linear regression model class
CompactLinearModelCompact linear regression model class
CompactRegressionEnsembleCompact regression ensemble class
CompactRegressionGPCompact Gaussian process regression model class
CompactRegressionSVMCompact support vector machine regression model
CompactRegressionTreeCompact regression tree
CompactTreeBaggerCompact ensemble of decision trees grown by bootstrap aggregation
cvpartitionData partitions for cross validation
datasetArrays for statistical data
DaviesBouldinEvaluationDavies-Bouldin criterion clustering evaluation object
ExhaustiveSearcherExhaustive nearest neighbor searcher
ExponentialDistributionExponential probability distribution object
ExtremeValueDistributionExtreme value probability distribution object
FeatureSelectionNCAClassificationFeature selection for classification using neighborhood component analysis (NCA)
FeatureSelectionNCARegressionFeature selection for regression using neighborhood component analysis (NCA)
GammaDistributionGamma probability distribution object
GapEvaluationGap criterion clustering evaluation object
GeneralizedExtremeValueDistributionGeneralized extreme value probability distribution object
GeneralizedLinearMixedModelGeneralized linear mixed-effects model class
GeneralizedLinearModelGeneralized linear regression model class
GeneralizedParetoDistributionGeneralized Pareto probability distribution object
gmdistributionConstruct Gaussian mixture distribution
HalfNormalDistributionHalf-normal probability distribution object
haltonsetConstruct Halton quasi-random point set
HamiltonianSamplerHamiltonian Monte Carlo (HMC) sampler
InverseGaussianDistributionInverse Gaussian probability distribution object
KDTreeSearcherNearest neighbor search using Kd-tree
KernelDistributionKernel probability distribution object
LinearMixedModel Linear mixed-effects model class
LinearModelLinear regression model class
LogisticDistributionLogistic probability distribution object
LoglogisticDistributionLoglogistic probability distribution object
LognormalDistributionLognormal probability distribution object
MultinomialDistributionMultinomial probability distribution object
NakagamiDistributionNakagami probability distribution object
NegativeBinomialDistributionNegative binomial distribution object
nominalArrays for nominal data
NonLinearModelNonlinear regression model class
NormalDistributionNormal probability distribution object
optimizableVariableVariable description for bayesopt or other optimizers
ordinalArrays for ordinal data
PiecewiseLinearDistributionPiecewise linear probability distribution object
PoissonDistributionPoisson probability distribution object
qrandsetAbstract quasi-random point set class
qrandstreamConstruct quasi-random number stream
RayleighDistributionRayleigh probability distribution object
ReconstructionICAFeature extraction by reconstruction ICA
RegressionBaggedEnsembleRegression ensemble grown by resampling
RegressionEnsembleEnsemble regression
RegressionGPGaussian process regression model class
RegressionLinearLinear regression model for high-dimensional data
RegressionPartitionedEnsembleCross-validated regression ensemble
RegressionPartitionedLinearCross-validated linear regression model for high-dimensional data
RegressionPartitionedModelCross-validated regression model
RegressionSVMSupport vector machine regression model
RegressionTreeRegression tree
RepeatedMeasuresModelRepeated measures model class
RicianDistributionRician probability distribution object
SilhouetteEvaluationSilhouette criterion clustering evaluation object
sobolsetConstruct Sobol quasi-random point set
SparseFilteringFeature extraction by sparse filtering
StableDistributionStable probability distribution object
tLocationScaleDistributiont Location-Scale probability distribution object
TreeBaggerBag of decision trees
TriangularDistributionTriangular probability distribution object
UniformDistributionUniform probability distribution object
WeibullDistributionWeibull probability distribution object
Was this topic helpful?