Classification and Regression Tree

URI: https://gptkb.org/entity/Classification_and_Regression_Tree
GPTKB entity
Statements (37)
Predicate Object
gptkbp:instanceOf gptkb:algorithm
machine learning method
gptkbp:abbreviation gptkb:CART
gptkbp:describedBy gptkb:Classification_and_Regression_Trees_(book)
gptkbp:featureSelection yes
gptkbp:handlesMissingValues yes
https://www.w3.org/2000/01/rdf-schema#label Classification and Regression Tree
gptkbp:implementedIn gptkb:SAS
gptkb:MATLAB
gptkb:scikit-learn
R
gptkbp:interpretable yes
gptkbp:introduced gptkb:Charles_Stone
gptkb:Leo_Breiman
gptkb:Jerome_Friedman
gptkb:Richard_Olshen
gptkbp:introducedIn 1986
gptkbp:language English
gptkbp:license public domain
gptkbp:nonParametric yes
gptkbp:output continuous value
discrete label
gptkbp:pruning yes
gptkbp:relatedTo gptkb:Boosted_Trees
gptkb:C4.5_algorithm
gptkb:ID3_algorithm
gptkb:Random_Forest
gptkbp:splittingCriterion gptkb:organization
variance reduction
Gini impurity
gptkbp:supervisedLearning yes
gptkbp:treeStructure gptkb:tree
gptkbp:type gptkb:tree
gptkbp:usedFor gptkb:dictionary
regression
gptkbp:bfsParent gptkb:CART
gptkbp:bfsLayer 6