Package | Description |
---|---|
moa.evaluation | |
moa.tasks |
Modifier and Type | Interface and Description |
---|---|
interface |
RegressionPerformanceEvaluator
Interface implemented by learner evaluators to monitor
the results of the regression learning process.
|
Modifier and Type | Class and Description |
---|---|
class |
BasicClassificationPerformanceEvaluator
Classification evaluator that performs basic incremental evaluation.
|
class |
BasicConceptDriftPerformanceEvaluator |
class |
BasicRegressionPerformanceEvaluator
Regression evaluator that performs basic incremental evaluation.
|
class |
EWMAClassificationPerformanceEvaluator
Classification evaluator that updates evaluation results using an Exponential Weighted Moving Average.
|
class |
FadingFactorClassificationPerformanceEvaluator
Classification evaluator that updates evaluation results using a fading factor.
|
class |
MultilabelWindowClassificationPerformanceEvaluator
Multilabel Window Classification Performance Evaluator.
|
class |
WindowClassificationPerformanceEvaluator
Classification evaluator that updates evaluation results using a sliding
window.
|
class |
WindowRegressionPerformanceEvaluator
Regression evaluator that updates evaluation results using a sliding window.
|
Constructor and Description |
---|
LearningEvaluation(ClassificationPerformanceEvaluator cpe,
Classifier model) |
LearningEvaluation(Measurement[] evaluationMeasurements,
ClassificationPerformanceEvaluator cpe,
Classifier model) |
Constructor and Description |
---|
EvaluateModel(Classifier model,
InstanceStream stream,
ClassificationPerformanceEvaluator evaluator,
int maxInstances) |
EvaluateModelRegression(Classifier model,
InstanceStream stream,
ClassificationPerformanceEvaluator evaluator,
int maxInstances) |
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