plCndLearnObject< T > Class Template Reference

This template class implements conditional learning objects. More...

#include <plLearn.h>

Inheritance diagram for plCndLearnObject< T >:

[legend]Collaboration diagram for plCndLearnObject< T >:

[legend]List of all members.

Public Member Functions
	plCndLearnObject (const plVariablesConjunction &left_vars, const plVariablesConjunction &right_vars)
	Constructor using the two sets of variables {left_vars} and {right_vars} (i.e.
	plCndLearnObject (const plVariablesConjunction &left_vars, const plVariablesConjunction &right_vars, const T &init_object)
	Constructor using the two sets of variables {left_vars} and {right_vars} (i.e.
virtual	~plCndLearnObject ()
	Destructor.
void	reset ()
	Resets learning.
void	internal_addPoint (const plDataValues &point, double weight=1.0)
	Adds a point {point} with a given weight {weight} and updates the statistics.
const map< plDataValues, T > &	get_map () const
	Returns the learnt map.
void	get_params (plValues &params, const plValues &right_value)
	Returns in the output parameter {params}, for a given value {right_value} of the right variables, all learnt parameters.
plKernelMap	get_kernel_map (const void *parameters=NULL) const
	Creates the kernel map corresponding to the learnt conditional distribution.

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Detailed Description

template<class T>
class plCndLearnObject< T >

This template class implements conditional learning objects.

Learning a conditional distribution P(X | Y) for a given learning object type (template parameter) T, consists in building a map of non-conditional learning objects of type T. This map will contain, for each possible value of Y a non-conditional learning object of type T on X.

Definition at line 195 of file plLearn.h.

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Constructor & Destructor Documentation

template<class T> plCndLearnObject< T >::plCndLearnObject (  const plVariablesConjunction &  left_vars, const plVariablesConjunction &  right_vars )  [inline]

Constructor using the two sets of variables {left_vars} and {right_vars} (i.e. to learn the conditional distribution {P(left_vars | right_vars)}). Definition at line 201 of file plLearn.h.

template<class T> plCndLearnObject< T >::plCndLearnObject (  const plVariablesConjunction &  left_vars, const plVariablesConjunction &  right_vars, const T &  init_object )  [inline]

Constructor using the two sets of variables {left_vars} and {right_vars} (i.e. to learn the conditional distribution {P(left_vars | right_vars)}). Definition at line 212 of file plLearn.h.

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

• plLearn.h

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