Package moa.evaluation

Interface Summary

Interface	Description
ALClassificationPerformanceEvaluator	Active Learning Evaluator Interface to make AL Evaluators selectable in AL tasks.
BasicClassificationPerformanceEvaluator.Estimator
ClassificationMeasureCollection	Classification Measure Collection interface that it is used to not appear in clustering
ClassificationPerformanceEvaluator
LearningPerformanceEvaluator<E extends Example>	Interface implemented by learner evaluators to monitor the results of the learning process.
MultiLabelPerformanceEvaluator	Interface implemented by learner evaluators to monitor the results of the regression learning process.
MultiTargetPerformanceEvaluator	Interface implemented by learner evaluators to monitor the results of the regression learning process.
RegressionPerformanceEvaluator	Interface implemented by learner evaluators to monitor the results of the regression learning process.

Class Summary

Class	Description
Accuracy
AdwinClassificationPerformanceEvaluator	Classification evaluator that updates evaluation results using an adaptive sliding window.
ALMeasureCollection	Collection of measures used to evaluate AL tasks.
ALWindowClassificationPerformanceEvaluator	Active Learning Wrapper for BasicClassificationPerformanceEvaluator.
BasicAUCImbalancedPerformanceEvaluator	Performance measures designed for class imbalance problems.
BasicClassificationPerformanceEvaluator	Classification evaluator that performs basic incremental evaluation.
BasicConceptDriftPerformanceEvaluator
BasicMultiLabelPerformanceEvaluator	Multilabel Window Classification Performance Evaluator.
BasicMultiTargetPerformanceEvaluator	Regression evaluator that performs basic incremental evaluation.
BasicMultiTargetPerformanceRelativeMeasuresEvaluator	Regression evaluator that performs basic incremental evaluation.
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
LearningEvaluation	Class that stores an array of evaluation measurements.
MeasureCollection
MembershipMatrix
MultiTargetWindowRegressionPerformanceEvaluator	Multi-target regression evaluator that updates evaluation results using a sliding window.
MultiTargetWindowRegressionPerformanceRelativeMeasuresEvaluator	Multi-target regression evaluator that updates evaluation results using a sliding window.
OutlierPerformance
RegressionAccuracy
Separation
SilhouetteCoefficient
SSQ
StatisticalCollection
WindowAUCImbalancedPerformanceEvaluator	Classification evaluator that updates evaluation results using a sliding window.
WindowClassificationPerformanceEvaluator	Classification evaluator that updates evaluation results using a sliding window.
WindowRegressionPerformanceEvaluator	Regression evaluator that updates evaluation results using a sliding window.