classifier.h File Reference

#include <cmp_defines.h>
#include <list>
#include <kernel++.h>
#include <svm.h>
#include <statistics.h>
#include <optimization.h>
#include <kde.h>
#include <covariance.h>

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Classes
class	cmp::classifier::Classifier
	Abstract base class for all classifiers. More...
class	cmp::classifier::KNN
	K-Nearest Neighbors classifier helper class. More...
class	cmp::classifier::KDE
	Classifier that uses Kernel Density Estimation (KDE) for classification. More...
class	cmp::classifier::SVM
	Classifier that uses Support Vector Machine (SVM) for classification. More...
class	cmp::classifier::Dummy
	Baseline classifier predicting class labels based on training frequency distributions. More...

Namespaces
namespace	cmp
namespace	cmp::classifier

Enumerations
enum	cmp::classifier::method { cmp::classifier::CV_SCORE , cmp::classifier::CV_PROB_SCORE }
	Bandwidth selection objective criterion. More...