Package smile.base.cart

Classification and regression tree base package.

See: Description

Interface Summary

Interface	Description
Loss	Regression loss function.
Node	CART tree node.

Class Summary

Class	Description
CART	Classification and regression tree.
DecisionNode	A leaf node in decision tree.
InternalNode	An internal node in CART.
LeafNode	A leaf node in decision tree.
NominalNode	A node with a nominal split variable.
NominalSplit	The data about of a potential split for a leaf node.
OrdinalNode	A node with a ordinal split variable (real-valued or ordinal categorical value).
OrdinalSplit	The data about of a potential split for a leaf node.
RegressionNode	A leaf node in regression tree.
Split	The data about of a potential split for a leaf node.

Enum Summary

Enum	Description
Loss.Type	The type of loss.
SplitRule	The criterion to choose variable to split instances.

Package smile.base.cart Description

Classification and regression tree base package.