cmp::classifier Namespace Reference

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

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

Enumeration Type Documentation

method

enum cmp::classifier::method

Bandwidth selection objective criterion.

Enumerator
CV_SCORE	Cross-validation score optimization based on classification accuracy.
CV_PROB_SCORE	Cross-validation score optimization based on probability likelihood.