Classification and Regression Trees algorithm
GPTKB entity
Statements (23)
| Predicate | Object |
|---|---|
| gptkbp:instanceOf |
gptkb:model
|
| gptkbp:alsoKnownAs |
gptkb:CART
|
| gptkbp:developedBy |
gptkb:Charles_Stone
gptkb:Leo_Breiman gptkb:Jerome_Friedman gptkb:Richard_Olshen |
| gptkbp:handles |
categorical data
numerical data |
| https://www.w3.org/2000/01/rdf-schema#label |
Classification and Regression Trees algorithm
|
| gptkbp:interpretable |
true
|
| gptkbp:introducedIn |
1986
|
| gptkbp:output |
tree structure
|
| gptkbp:pruningMethod |
cost-complexity pruning
|
| gptkbp:publishedIn |
gptkb:Classification_and_Regression_Trees_(book)
|
| gptkbp:relatedTo |
gptkb:Boosted_Trees
gptkb:Random_Forest |
| gptkbp:splittingCriterion |
variance reduction
Gini impurity |
| gptkbp:type |
decision tree algorithm
|
| gptkbp:usedFor |
gptkb:dictionary
regression |
| gptkbp:bfsParent |
gptkb:C&RT_algorithm
|
| gptkbp:bfsLayer |
7
|