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classregtree class -

Classification and regression trees

Construction

classregtreeConstruct classification and regression trees

Methods

catsplitCategorical splits used for branches in decision tree
childrenChild nodes
classcountClass counts
classprobClass probabilities
cutcategoriesCut categories
cutpointReturns decision tree cut point values
cuttypeCut types
cutvarCut variable names
dispDisplay classregtree object
displayDisplay classregtree object
evalPredicted responses
isbranchTest node for branch
nodeerrReturn vector of node errors
nodeprobNode probabilities
nodesizeReturn node size
numnodesNumber of nodes
parentParent node
prunePrune tree
riskNode risks
subsasgnSubscripted reference for classregtree object
subsrefSubscripted reference for classregtree object
testError rate
typeTree type
varimportanceCompute embedded estimates of input feature importance
viewPlot tree

Properties

Objects of the classregtree class have no properties accessible by dot indexing, get methods, or set methods. To obtain information about a classregtree object, use the appropriate method.

Copy Semantics

Value. To learn how this affects your use of the class, see Comparing Handle and Value Classes in the MATLAB Object-Oriented Programming documentation.

See Also

Regression and Classification by Bagging Decision Trees, Classification Trees

Regression Trees

Grouped Data

  


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