Package org.tribuo.classification.example

package org.tribuo.classification.example

Provides a multiclass data generator used for testing implementations, along with several synthetic data generators for 2d binary classification problems to be used in demos or tutorials.

Related Packages

Package	Description
org.tribuo.classification	Provides classes and infrastructure for multiclass classification problems.

Classes

Class	Description
CheckerboardDataSource	Creates a data source using a 2d checkerboard of alternating classes.
ConcentricCirclesDataSource	A data source for two concentric circles, one per class.
DemoLabelDataSource	The base class for the 2d binary classification data sources in org.tribuo.classification.example.
DemoLabelDataSource.DemoLabelDataSourceProvenance	Provenance for DemoLabelDataSource.
GaussianLabelDataSource	A data source for two classes generated from separate Gaussians.
InterlockingCrescentsDataSource	A data source of two interleaved half circles.
LabelledDataGenerator	Generates three example train and test datasets, used for unit testing.
NoisyInterlockingCrescentsDataSource	A data source of two interleaved half circles with some zero mean Gaussian noise applied to each point.