Package moa.evaluation

Interface Summary

Interface	Description
ClassificationMeasureCollection	Classification Measure Collection interface that it is used to not appear in clustering
ClassificationPerformanceEvaluator	Interface implemented by learner evaluators to monitor the results of the learning process.
LearningPerformanceEvaluator	Interface implemented by learner evaluators to monitor the results of the learning process.
RegressionPerformanceEvaluator	Interface implemented by learner evaluators to monitor the results of the regression learning process.

Class Summary

Class	Description
Accuracy
BasicClassificationPerformanceEvaluator	Classification evaluator that performs basic incremental evaluation.
BasicClusteringPerformanceEvaluator	Clustering evaluator that performs basic incremental evaluation.
BasicConceptDriftPerformanceEvaluator
BasicRegressionPerformanceEvaluator	Regression evaluator that performs basic incremental evaluation.
ChangeDetectionMeasures
CMM
CMM_GTAnalysis
EntropyCollection
EWMAClassificationPerformanceEvaluator	Classification evaluator that updates evaluation results using an Exponential Weighted Moving Average.
F1
FadingFactorClassificationPerformanceEvaluator	Classification evaluator that updates evaluation results using a fading factor.
General
LearningCurve	Class that stores and keeps the history of evaluation measurements.
LearningEvaluation	Class that stores an array of evaluation measurements.
MeasureCollection
MembershipMatrix
MultilabelWindowClassificationPerformanceEvaluator	Multilabel Window Classification Performance Evaluator.
OutlierPerformance
RegressionAccuracy
SilhouetteCoefficient
SSQ
StatisticalCollection
WindowClassificationPerformanceEvaluator	Classification evaluator that updates evaluation results using a sliding window.
WindowRegressionPerformanceEvaluator	Regression evaluator that updates evaluation results using a sliding window.