Class SequenceDataGenerator
java.lang.Object
org.tribuo.classification.sequence.example.SequenceDataGenerator
A data generator for smoke testing sequence label models.
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Method Summary
Modifier and TypeMethodDescriptionstatic SequenceExample
<Label> This generates a sequence example with no examples.static SequenceExample
<Label> static SequenceExample
<Label> static MutableSequenceDataset
<Label> generateGorillaDataset
(int numCopies) static SequenceExample
<Label> This generates a sequence example with features that are unused by the training data.static SequenceExample
<Label> This generates a sequence example where the first example has no features.
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Method Details
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generateGorillaDataset
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generateGorillaA
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generateGorillaB
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generateInvalidExample
This generates a sequence example with features that are unused by the training data.- Returns:
- A
SequenceExample
which is invalid in the context of the Gorilla example data.
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generateOtherInvalidExample
This generates a sequence example where the first example has no features.- Returns:
- A
SequenceExample
which is invalid as one example contains no features.
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generateEmptyExample
This generates a sequence example with no examples.- Returns:
- A
SequenceExample
which is invalid as it contains no examples.
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