Package | Description |
---|---|
moa.tasks | |
moa.tasks.meta |
Modifier and Type | Class and Description |
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class |
AuxiliarMainTask
Abstract Auxiliar Main Task.
|
class |
CacheShuffledStream
Task for storing and shuffling examples in memory.
|
class |
ClassificationMainTask
Abstract Classification Main Task.
|
class |
ConceptDriftMainTask |
class |
EvaluateClustering
Task for evaluating a clusterer on a stream.
|
class |
EvaluateConceptDrift
Task for evaluating a classifier on a stream by testing then training with each example in sequence.
|
class |
EvaluateInterleavedChunks |
class |
EvaluateInterleavedTestThenTrain
Task for evaluating a classifier on a stream by testing then training with each example in sequence.
|
class |
EvaluateModel
Task for evaluating a static model on a stream.
|
class |
EvaluateModelMultiLabel
Task for evaluating a static model on a stream.
|
class |
EvaluateModelMultiTarget
Task for evaluating a static model on a stream.
|
class |
EvaluateModelRegression
Task for evaluating a static model on a stream.
|
class |
EvaluateMultipleClusterings
Task for evaluating a clusterer on multiple (related) streams.
|
class |
EvaluateOnlineRecommender
Test for evaluating a recommender by training and periodically testing
on samples from a rating dataset.
|
class |
EvaluatePeriodicHeldOutTest
Task for evaluating a classifier on a stream by periodically testing on a heldout set.
|
class |
EvaluatePrequential
Task for evaluating a classifier on a stream by testing then training with each example in sequence.
|
class |
EvaluatePrequentialCV
Task for prequential cross-validation evaluation of a classifier on a stream by testing then training with each
example in sequence and doing cross-validation at the same time.
|
class |
EvaluatePrequentialDelayed
Task for evaluating a classifier on a delayed stream by testing and only
training with the example after k other examples (delayed labeling).
|
class |
EvaluatePrequentialDelayedCV
Task for delayed cross-validation evaluation of a classifier on a
stream by testing and only training with the example after the arrival of
other k examples (delayed labeling).
|
class |
EvaluatePrequentialMultiLabel
Task for evaluating a classifier on a stream by testing then training with each example in sequence.
|
class |
EvaluatePrequentialMultiTarget
Task for evaluating a classifier on a stream by testing then training with each example in sequence.
|
class |
EvaluatePrequentialMultiTargetSemiSuper
Multi-target Prequential semi-supervised evaluation
Phase1: Creates a initial model with
|
class |
EvaluatePrequentialRegression
Task for evaluating a classifier on a stream by testing then training with each example in sequence.
|
class |
LearnModel
Task for learning a model without any evaluation.
|
class |
LearnModelMultiLabel
Task for learning a model without any evaluation.
|
class |
LearnModelMultiTarget
Task for learning a model without any evaluation.
|
class |
LearnModelRegression
Task for learning a model without any evaluation.
|
class |
MainTask
Abstract Main Task.
|
class |
MeasureStreamSpeed
Task for measuring the speed of the stream.
|
class |
MultiLabelMainTask |
class |
MultiTargetMainTask |
class |
Plot
A task allowing to create and plot gnuplot scripts.
|
class |
RegressionMainTask
Abstract Regression Main Task.
|
class |
RunStreamTasks
Task for running several experiments modifying values of parameters.
|
class |
RunTasks
Task for running several experiments modifying values of parameters.
|
class |
WriteMultipleStreamsToARFF
Task to output multiple streams to a ARFF files using different random seeds
|
class |
WriteStreamToARFFFile
Task to output a stream to an ARFF file
|
Modifier and Type | Class and Description |
---|---|
class |
ALMainTask
This class provides a superclass for Active Learning tasks, which
enables convenient searching for those tasks for example when showing
a list of available Active Learning tasks.
|
class |
ALMultiParamTask
This task individually evaluates an active learning classifier for each
element of a set of parameter values.
|
class |
ALPartitionEvaluationTask
This task extensively evaluates an active learning classifier on a stream.
|
class |
ALPrequentialEvaluationTask
This task performs prequential evaluation for an active learning classifier
(testing, then training with each example in sequence).
|
class |
MetaMainTask
This class provides features for handling tasks in a tree-like
structure of parents and subtasks.
|
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