Class InterlockingCrescentsDataSource
java.lang.Object
org.tribuo.classification.example.DemoLabelDataSource
org.tribuo.classification.example.InterlockingCrescentsDataSource
- All Implemented Interfaces:
com.oracle.labs.mlrg.olcut.config.Configurable,com.oracle.labs.mlrg.olcut.provenance.Provenancable<DataSourceProvenance>,Iterable<Example<Label>>,ConfigurableDataSource<Label>,DataSource<Label>
A data source of two interleaved half circles.
Also known as the two moons dataset.
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Nested Class Summary
Nested classes/interfaces inherited from class org.tribuo.classification.example.DemoLabelDataSource
DemoLabelDataSource.DemoLabelDataSourceProvenance -
Field Summary
Fields inherited from class org.tribuo.classification.example.DemoLabelDataSource
examples, factory, FIRST_CLASS, numSamples, rng, SECOND_CLASS, seed, X1, X2 -
Constructor Summary
ConstructorsConstructorDescriptionInterlockingCrescentsDataSource(int numSamples) Constructs an interlocking crescents data source. -
Method Summary
Methods inherited from class org.tribuo.classification.example.DemoLabelDataSource
getOutputFactory, getProvenance, iterator, postConfigMethods inherited from class java.lang.Object
clone, equals, finalize, getClass, hashCode, notify, notifyAll, wait, wait, waitMethods inherited from interface java.lang.Iterable
forEach, spliterator
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Constructor Details
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InterlockingCrescentsDataSource
public InterlockingCrescentsDataSource(int numSamples) Constructs an interlocking crescents data source.- Parameters:
numSamples- The number of samples to generate.
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Method Details
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generate
Description copied from class:DemoLabelDataSourceGenerates the examples using the configured fields.Is called internally by
DemoLabelDataSource.postConfig().- Specified by:
generatein classDemoLabelDataSource- Returns:
- The generated examples.
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toString
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