Package | Description |
---|---|
moa.tasks |
Modifier and Type | Class and Description |
---|---|
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 |
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 |
LearnModel
Task for learning a model without any evaluation.
|
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