Package de.jstacs.classifier

This package provides the framework for any classifier.

See:
Description

Class Summary

AbstractClassifier	The super class for any classifier.
AbstractScoreBasedClassifier	This class is the main class for all score based classifiers.
AbstractScoreBasedClassifier.DoubleTableResult	This class is for a table of doubles.
Classification	This class contains a main-method that allows to compute some performance measures in a very simple way.
ConfusionMatrix	This class holds the confusion matrix of a classifier.
MappingClassifier	This class allows the user to train the classifier on a given number of classes and to evaluate the classifier on a smaller number of classes by mapping classes together.
MeasureParameters	This class holds the parameters for evaluate-methods of a classifier.
ScoreBasedPerformanceMeasureDefinitions	This class contains the methods that are needed to evaluate a score based 2-class-classifier.
ScoreBasedPerformanceMeasureDefinitions.ThresholdMeasurePair	This class is used as a container that allows to store a threshold and the result of measure together.

Enum Summary

MeasureParameters.Measure

This Enum defines all measures that are currently implemented in Jstacs.

Exception Summary

ClassDimensionException

This class indicates that the classifier should be defined for less than 2 classes or is defined over a different number of classes than given (e.g. by an array of Samples).

Package de.jstacs.classifier Description

This package provides the framework for any classifier. The base class in this package is the class AbstractClassifier.
All classifiers divide into two regimes: Those using Models and those using ScoringFunctions.
As a sub-package this package also provides the classes for the assessment of classifiers.