#include <DecisionTree-inl.h>

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

Public Member Functions
NodePtr	apply (const Unary &op) const override

NodePtr	apply_f_op_g (const Node &g, const Binary &op) const override

template<typename OP >
NodePtr	apply_fC_op_gL (const Leaf &gL, OP op) const

NodePtr	apply_g_op_fC (const Choice &fC, const Binary &op) const override

NodePtr	apply_g_op_fL (const Leaf &fL, const Binary &op) const override

const std::vector< NodePtr > &	branches () const

	Choice (const L &label, size_t count)

	Choice (const Choice &f, const Choice &g, const Binary &op)

	Choice (const L &label, const Choice &f, const Unary &op)

NodePtr	choose (const L &label, size_t index) const override

void	dot (std::ostream &os, bool showZero) const override

bool	equals (const Node &q, double tol) const override

bool	isLeaf () const override

const L &	label () const

size_t	nrChoices () const

const Y &	operator() (const Assignment< L > &x) const override

void	print (const std::string &s) const override

void	push_back (const NodePtr &node)

bool	sameLeaf (const Leaf &q) const override
	Choice-Leaf equality: always false. More...

bool	sameLeaf (const Node &q) const override
	polymorphic equality: if q is a leaf, could be... More...

	~Choice () override

Public Member Functions inherited from gtsam::DecisionTree< L, Y >::Node
const void *	id () const

	Node ()

virtual	~Node ()

Static Public Member Functions
static NodePtr	Unique (const ChoicePtr &f)

Private Types
typedef boost::shared_ptr< const Choice >	ChoicePtr

Private Attributes
size_t	allSame_

std::vector< NodePtr >	branches_

L	label_

Additional Inherited Members
Public Types inherited from gtsam::DecisionTree< L, Y >::Node
typedef boost::shared_ptr< const Node >	Ptr

Detailed Description

template<typename L, typename Y>
template<typename L, typename Y>
class gtsam::DecisionTree< L, Y >::Choice< L, Y >

Definition at line 142 of file DecisionTree-inl.h.

Member Typedef Documentation

template<typename L, typename Y>

template<typename L , typename Y >

typedef boost::shared_ptr<const Choice> gtsam::DecisionTree< L, Y >::Choice< L, Y >::ChoicePtr

private

Definition at line 154 of file DecisionTree-inl.h.

Constructor & Destructor Documentation

template<typename L, typename Y>

template<typename L , typename Y >

gtsam::DecisionTree< L, Y >::Choice< L, Y >::~Choice ( )

inlineoverride

Definition at line 158 of file DecisionTree-inl.h.

template<typename L, typename Y>

template<typename L , typename Y >

gtsam::DecisionTree< L, Y >::Choice< L, Y >::Choice	(	const L &	label,
		size_t	count
	)

inline

Constructor, given choice label and mandatory expected branch count

Definition at line 181 of file DecisionTree-inl.h.

template<typename L, typename Y>

template<typename L , typename Y >

gtsam::DecisionTree< L, Y >::Choice< L, Y >::Choice	(	const Choice< L, Y > &	f,
		const Choice< L, Y > &	g,
		const Binary &	op
	)

inline

Construct from applying binary op to two Choice nodes

Definition at line 189 of file DecisionTree-inl.h.

template<typename L, typename Y>

template<typename L , typename Y >

gtsam::DecisionTree< L, Y >::Choice< L, Y >::Choice	(	const L &	label,
		const Choice< L, Y > &	f,
		const Unary &	op
	)

inline

Construct from applying unary op to a Choice node

Definition at line 308 of file DecisionTree-inl.h.

Member Function Documentation

template<typename L, typename Y>

template<typename L , typename Y >

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

inlineoverridevirtual

apply unary operator

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

Definition at line 317 of file DecisionTree-inl.h.

template<typename L, typename Y>

template<typename L , typename Y >

NodePtr gtsam::DecisionTree< L, Y >::Choice< L, Y >::apply_f_op_g	(	const Node &	g,
		const Binary &	op
	)		const

inlineoverridevirtual

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

Definition at line 327 of file DecisionTree-inl.h.

template<typename L, typename Y>

template<typename L , typename Y >

template<typename OP >

NodePtr gtsam::DecisionTree< L, Y >::Choice< L, Y >::apply_fC_op_gL	(	const Leaf &	gL,
		OP	op
	)		const

inline

Definition at line 347 of file DecisionTree-inl.h.

template<typename L, typename Y>

template<typename L , typename Y >

NodePtr gtsam::DecisionTree< L, Y >::Choice< L, Y >::apply_g_op_fC	(	const Choice< L, Y > &	fC,
		const Binary &	op
	)		const

inlineoverridevirtual

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

Definition at line 340 of file DecisionTree-inl.h.

template<typename L, typename Y>

template<typename L , typename Y >

NodePtr gtsam::DecisionTree< L, Y >::Choice< L, Y >::apply_g_op_fL	(	const Leaf &	fL,
		const Binary &	op
	)		const

inlineoverridevirtual

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

Definition at line 332 of file DecisionTree-inl.h.

template<typename L, typename Y>

template<typename L , typename Y >

const std::vector<NodePtr>& gtsam::DecisionTree< L, Y >::Choice< L, Y >::branches ( ) const

inline

Definition at line 225 of file DecisionTree-inl.h.

template<typename L, typename Y>

template<typename L , typename Y >

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

inlineoverridevirtual

choose a branch, recursively

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

Definition at line 355 of file DecisionTree-inl.h.

template<typename L, typename Y>

template<typename L , typename Y >

void gtsam::DecisionTree< L, Y >::Choice< L, Y >::dot	(	std::ostream &	os,
		bool	showZero
	)		const

inlineoverridevirtual

output to graphviz (as a a graph)

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

Definition at line 248 of file DecisionTree-inl.h.

template<typename L, typename Y>

template<typename L , typename Y >

bool gtsam::DecisionTree< L, Y >::Choice< L, Y >::equals	(	const Node &	q,
		double	tol
	)		const

inlineoverridevirtual

equality up to tolerance

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

Definition at line 279 of file DecisionTree-inl.h.

template<typename L, typename Y>

template<typename L , typename Y >

bool gtsam::DecisionTree< L, Y >::Choice< L, Y >::isLeaf ( ) const

inlineoverridevirtual

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

Definition at line 178 of file DecisionTree-inl.h.

template<typename L, typename Y>

template<typename L , typename Y >

const L& gtsam::DecisionTree< L, Y >::Choice< L, Y >::label ( ) const

inline

Definition at line 217 of file DecisionTree-inl.h.

template<typename L, typename Y>

template<typename L , typename Y >

size_t gtsam::DecisionTree< L, Y >::Choice< L, Y >::nrChoices ( ) const

inline

Definition at line 221 of file DecisionTree-inl.h.

template<typename L, typename Y>

template<typename L , typename Y >

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

inlineoverridevirtual

evaluate

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

Definition at line 291 of file DecisionTree-inl.h.

template<typename L, typename Y>

template<typename L , typename Y >

void gtsam::DecisionTree< L, Y >::Choice< L, Y >::print ( const std::string & s ) const

inlineoverridevirtual

print (as a tree)

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

Definition at line 239 of file DecisionTree-inl.h.

template<typename L, typename Y>

template<typename L , typename Y >

void gtsam::DecisionTree< L, Y >::Choice< L, Y >::push_back ( const NodePtr & node )

inline

add a branch: TODO merge into constructor

Definition at line 230 of file DecisionTree-inl.h.

template<typename L, typename Y>

template<typename L , typename Y >

bool gtsam::DecisionTree< L, Y >::Choice< L, Y >::sameLeaf ( const Leaf & q ) const

inlineoverridevirtual

Choice-Leaf equality: always false.

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

Definition at line 269 of file DecisionTree-inl.h.

template<typename L, typename Y>

template<typename L , typename Y >

bool gtsam::DecisionTree< L, Y >::Choice< L, Y >::sameLeaf ( const Node & q ) const

inlineoverridevirtual

polymorphic equality: if q is a leaf, could be...

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

Definition at line 274 of file DecisionTree-inl.h.

template<typename L, typename Y>

template<typename L , typename Y >

static NodePtr gtsam::DecisionTree< L, Y >::Choice< L, Y >::Unique ( const ChoicePtr & f )

inlinestatic

If all branches of a choice node f are the same, just return a branch

Definition at line 165 of file DecisionTree-inl.h.

Member Data Documentation

template<typename L, typename Y>

template<typename L , typename Y >

size_t gtsam::DecisionTree< L, Y >::Choice< L, Y >::allSame_

private

incremental allSame

Definition at line 152 of file DecisionTree-inl.h.

template<typename L, typename Y>

template<typename L , typename Y >

std::vector<NodePtr> gtsam::DecisionTree< L, Y >::Choice< L, Y >::branches_

private

The children of this Choice node.

Definition at line 148 of file DecisionTree-inl.h.

template<typename L, typename Y>

template<typename L , typename Y >

L gtsam::DecisionTree< L, Y >::Choice< L, Y >::label_

private

the label of the variable on which we split

Definition at line 145 of file DecisionTree-inl.h.

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

DecisionTree-inl.h

Public Member Functions

Static Public Member Functions

Private Types

Private Attributes

Additional Inherited Members

Detailed Description

template<typename L, typename Y> template<typename L, typename Y> class gtsam::DecisionTree< L, Y >::Choice< L, Y >

Member Typedef Documentation

Constructor & Destructor Documentation

Member Function Documentation

Member Data Documentation

template<typename L, typename Y>
template<typename L, typename Y>
class gtsam::DecisionTree< L, Y >::Choice< L, Y >