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Class Reference

Function Reference  Alphabetical List

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Data Organization Data arrays and groups Probability Distributions Modeling data frequency Regression Analysis Continuous data models Gaussian Mixture Models Identifying data categories Model Assessment Identifying data categories Classification Quasi-Random Design of Experiments Systematic data collection

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Data Organization

Categorical Arrays Dataset Arrays

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Categorical Arrays

categorical	Arrays for categorical data
nominal	Arrays for nominal categorical data
ordinal	Arrays for ordinal categorical data

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Dataset Arrays

dataset

Arrays for statistical data

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Probability Distributions

Distribution Objects Quasi-Random Numbers Piecewise Distributions

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Distribution Objects

ProbDist	Object representing probability distribution
ProbDistKernel	Object representing nonparametric probability distribution defined by kernel smoothing
ProbDistParametric	Object representing parametric probability distribution
ProbDistUnivKernel	Object representing univariate kernel probability distribution
ProbDistUnivParam	Object representing univariate parametric probability distribution

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Quasi-Random Numbers

haltonset	Halton quasi-random point sets
qrandset	Quasi-random point sets
qrandstream	Quasi-random number streams
sobolset	Sobol quasi-random point sets

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Piecewise Distributions

paretotails	Empirical distributions with Pareto tails
piecewisedistribution	Piecewise-defined distributions

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Regression Analysis

Regression Trees Ensemble Method Classes

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Regression Trees

classregtree

Classification and regression trees

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Ensemble Method Classes

CompactTreeBagger	Compact ensemble of decision trees grown by bootstrap aggregation
TreeBagger	Bootstrap aggregation for ensemble of decision trees

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Gaussian Mixture Models

gmdistribution

Gaussian mixture models

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Model Assessment

cvpartition

Data partitions for cross-validation

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Classification

Classification Trees Naive Bayes Classification Ensemble Method Classes

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Classification Trees

classregtree

Classification and regression trees

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Naive Bayes Classification

NaiveBayes

Naive Bayes classifier

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Ensemble Method Classes

CompactTreeBagger	Compact ensemble of decision trees grown by bootstrap aggregation
TreeBagger	Bootstrap aggregation for ensemble of decision trees

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Quasi-Random Design of Experiments

haltonset	Halton quasi-random point sets
qrandset	Quasi-random point sets
qrandstream	Quasi-random number streams
sobolset	Sobol quasi-random point sets

Function Reference

Functions — Alphabetical List

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