growTrees (TreeBagger) kfoldfun
(RegressionPartitionedModel)
Train additional trees and add to ensemble
Cross validate function
kfoldLoss Cross-validation loss of partitioned (RegressionPartitionedEnsemble) regression ensemble kfoldPredict
(RegressionPartitionedModel) loss
(CompactRegressionEnsemble) mdsProx (CompactTreeBagger) mdsProx (TreeBagger)
Predict response for observations not used for training. Regression error
Multidimensional scaling of proximity matrix
Multidimensional scaling of proximity matrix
Out-of-bag error
Out-of-bag regression error
Predict out-of-bag response of ensemble Ensemble predictions for out-of-bag observations
Outlier measure for data Predict response of ensemble Predict response Predict response
Estimates of predictor importance
meanMargin (CompactTreeBagger) Mean classification margin oobError (TreeBagger) oobLoss
(RegressionBaggedEnsemble) oobPredict
(RegressionBaggedEnsemble) oobPredict (TreeBagger) outlierMeasure
(CompactTreeBagger)
predict
(CompactRegressionEnsemble) predict (CompactTreeBagger) predict (TreeBagger) predictorImportance
(CompactRegressionEnsemble) RegressionBaggedEnsemble
proximity (CompactTreeBagger) Proximity matrix for data
Regression ensemble grown by resampling
RegressionEnsemble Ensemble regression
RegressionPartitionedEnsemble Cross-validated regression ensemble regularize (RegressionEnsemble) Find weights to minimize resubstitution
error plus penalty term resubLoss (RegressionEnsemble) Regression error by resubstitution resubPredict
(RegressionEnsemble) resume (RegressionEnsemble)
Predict response of ensemble by resubstitution
Resume training ensemble
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resume Resume training ensemble (RegressionPartitionedEnsemble) SetDefaultYfit
(CompactTreeBagger)
shrink (RegressionEnsemble) TreeBagger
Set default value for predict Prune ensemble
Bootstrap aggregation for ensemble of decision trees
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Hidden Markov Models
hmmdecode hmmestimate hmmgenerate hmmtrain hmmviterbi
Hidden Markov model posterior state probabilities Hidden Markov model parameter estimates from emissions and states
Hidden Markov model states and emissions Hidden Markov model parameter estimates from emissions
Hidden Markov model most probable state path
Design of Experiments
DOE Plots Full Factorial Designs Fractional Factorial Designs Response Surface Designs D-Optimal Designs Latin Hypercube Designs Quasi-Random Designs DOE Plots
interactionplot maineffectsplot multivarichart
Interaction plot for grouped data Main effects plot for grouped data Multivari chart for grouped data
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rsmdemo rstool
Interactive response surface demonstration Interactive response surface modeling
Full Factorial Designs
ff2n fullfact
Two-level full factorial design Full factorial design
Fractional Factorial Designs
fracfact fracfactgen
Fractional factorial design
Fractional factorial design generators
Response Surface Designs
bbdesign ccdesign
Box-Behnken design Central composite design
D-Optimal Designs
candexch candgen cordexch daugment dcovary rowexch rsmdemo
D-optimal design from candidate set using row exchanges
Candidate set generation Coordinate exchange
D-optimal augmentation
D-optimal design with fixed covariates Row exchange
Interactive response surface demonstration
Latin Hypercube Designs
lhsdesign lhsnorm
Latin hypercube sample
Latin hypercube sample from normal distribution
Quasi-Random Designs
addlistener
Add listener for event
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(qrandstream) delete
(qrandstream) end (qrandset) findobj
(qrandstream) findprop
(qrandstream)
Delete handle object
Last index in indexing expression for point set Find objects matching specified conditions Find property of MATLAB handle object
eq (qrandstream) Test handle equality
ge (qrandstream) Greater than or equal relation for handles gt (qrandstream) Greater than relation for handles haltonset isvalid
(qrandstream)
Construct Halton quasi-random point set Test handle validity
le (qrandstream) Less than or equal relation for handles length (qrandset) Length of point set
lt (qrandstream) Less than relation for handles ndims (qrandset) Number of dimensions in matrix ne (qrandstream) Not equal relation for handles net (qrandset) notify
(qrandstream) qrand
(qrandstream) qrandset qrandstream reset
(qrandstream) scramble (qrandset) size (qrandset) sobolset
Generate quasi-random point set Notify listeners of event
Generate quasi-random points from stream Abstract quasi-random point set class Construct quasi-random number stream Reset state
Scramble quasi-random point set Number of dimensions in matrix
Construct Sobol quasi-random point set
rand (qrandstream) Generate quasi-random points from stream
Statistical Process Control
SPC Plots SPC Functions 39
SPC Plots
capaplot controlchart histfit normspec
SPC Functions
capability controlrules gagerr
GUIs
aoctool dfittool disttool fsurfht polytool randtool regstats robustdemo rsmdemo rstool surfht
Utilities
combnk perms statget statset zscore
Process capability plot Shewhart control charts Histogram with normal fit
Normal density plot between specifications
Process capability indices
Western Electric and Nelson control rules Gage repeatability and reproducibility study
Interactive analysis of covariance
Interactive distribution fitting
Interactive density and distribution plots Interactive contour plot Interactive polynomial fitting Interactive random number generation Regression diagnostics Interactive robust regression
Interactive response surface demonstration Interactive response surface modeling Interactive contour plot
Enumeration of combinations Enumeration of permutations
Access values in statistics options structure Create statistics options structure Standardized z-scores
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