gtsam::DecisionTree< L, Y >::Leaf< L, Y > Struct Template Reference

Inheritance diagram for gtsam::DecisionTree< L, Y >::Leaf< L, Y >:

Collaboration diagram for gtsam::DecisionTree< L, Y >::Leaf< L, Y >:

Public Types
using	Ptr = std::shared_ptr< const Node >

Public Member Functions
	Leaf ()
	Default constructor for serialization.
	Leaf (const Y &constant, size_t nrAssignments=1)
	Constructor from constant.
const Y &	constant () const
	Return the constant.
size_t	nrAssignments () const
	Return the number of assignments contained within this leaf.
bool	sameLeaf (const Leaf &q) const override
	Leaf-Leaf equality.
bool	sameLeaf (const Node &q) const override
	polymorphic equality: is q a leaf and is it the same as this leaf?
bool	equals (const Node &q, const CompareFunc &compare) const override
	equality up to tolerance
void	print (const std::string &s, const LabelFormatter &labelFormatter, const ValueFormatter &valueFormatter) const override
	print
void	dot (std::ostream &os, const LabelFormatter &labelFormatter, const ValueFormatter &valueFormatter, bool showZero) const override
const Y &	operator() (const Assignment< L > &x) const override
NodePtr	apply (const Unary &op) const override
NodePtr	apply (const UnaryAssignment &op, const Assignment< L > &assignment) const override
	Apply unary operator with assignment.
NodePtr	apply_f_op_g (const Node &g, const Binary &op) const override
NodePtr	apply_g_op_fL (const Leaf &fL, const Binary &op) const override
NodePtr	apply_g_op_fC (const Choice &fC, const Binary &op) const override
NodePtr	choose (const L &label, size_t index) const override
bool	isLeaf () const override
const void *	id () const

Public Attributes
Y	constant_
size_t	nrAssignments_

Member Function Documentation

apply()

template<typename L, typename Y>

template<typename L , typename Y >

NodePtr gtsam::DecisionTree< L, Y >::Leaf< L, Y >::apply ( const Unary &  op ) const

inlineoverridevirtual

apply unary operator

Implements gtsam::DecisionTree< L, Y >::Node.

choose()

template<typename L, typename Y>

template<typename L , typename Y >

NodePtr gtsam::DecisionTree< L, Y >::Leaf< L, Y >::choose ( const L &  label, size_t  index  ) const

inlineoverridevirtual

choose a branch, create new memory !

Implements gtsam::DecisionTree< L, Y >::Node.

dot()

template<typename L, typename Y>

template<typename L , typename Y >

void gtsam::DecisionTree< L, Y >::Leaf< L, Y >::dot ( std::ostream &  os, const LabelFormatter &  labelFormatter, const ValueFormatter &  valueFormatter, bool  showZero  ) const

inlineoverridevirtual

Write graphviz format to stream os.

Implements gtsam::DecisionTree< L, Y >::Node.

operator()()

template<typename L, typename Y>

template<typename L , typename Y >

const Y& gtsam::DecisionTree< L, Y >::Leaf< L, Y >::operator() ( const Assignment< L > &  x ) const

inlineoverridevirtual

evaluate

Implements gtsam::DecisionTree< L, Y >::Node.

Member Data Documentation

constant_

template<typename L, typename Y>

template<typename L , typename Y >

Y gtsam::DecisionTree< L, Y >::Leaf< L, Y >::constant_

constant stored in this leaf

nrAssignments_

template<typename L, typename Y>

template<typename L , typename Y >

size_t gtsam::DecisionTree< L, Y >::Leaf< L, Y >::nrAssignments_

The number of assignments contained within this leaf. Particularly useful when leaves have been pruned.

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The documentation for this struct was generated from the following file:

• /home/docs/checkouts/readthedocs.org/user_builds/gtsam-jlblanco-docs/checkouts/latest/gtsam/discrete/DecisionTree-inl.h