MlpObjectives Class Reference

Objective functions for our MLP individuals. More...

#include <MlpObjectives.hpp>

Inheritance diagram for MlpObjectives:

List of all members.

Public Member Functions
	MlpObjectives (const string &defstr, size_t nclasses)
	Create from a definition string.
virtual size_t	nobj () const
	Get number of objectives; up to the concrete classes to determine how this is done, exactly.
virtual string	name (size_t ind) const
	Get a longer descriptive name for print-outs; default is 'objective N' where N is ind+1.
MlpObjKind	kinds () const
Protected Member Functions
void	addKindIfInList (const vector< string > &spl, MlpObjKind k, size_t nclasses)
	Add an objective (or multiple class-wise objectives) if the mnemonic is found in the list of strings.
Protected Attributes
size_t	_nobj
vector< string >	_objname
MlpObjKind	_evokinds

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Detailed Description

Objective functions for our MLP individuals.

The objectives are always in a specific order: Classwise data fitting measures first, then layerwise measures, and then singular overall measures.

TODO: Should this class be responsible also for evaluating the objectives? It can combine evaluations of the many objectives into a single run through the dataset, whereas a single objective would not know about the others? Then, an MlpIndividual should know its MlpObjectives.. Shouldn't be a problem?

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Constructor & Destructor Documentation

MlpObjectives::MlpObjectives	(	const string &	defstr,
		size_t	nclasses
	)

Create from a definition string.

Objective function definitions for our MLP individuals.

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

• src/MlpObjectives.hpp
• src/MlpObjectives.cpp