Uses of Package
org.tribuo.data

Packages that use org.tribuo.data

Package	Description
org.tribuo.classification	Provides classes and infrastructure for multiclass classification problems.
org.tribuo.classification.experiments	Provides a set of main methods for interacting with classification tasks.
org.tribuo.classification.mnb	Provides an implementation of multinomial naive bayes (i.e., naive bayes for non-negative count data).
org.tribuo.clustering.kmeans	Provides a multithreaded implementation of K-Means, with a configurable distance function.
org.tribuo.data	Provides classes for loading in data from disk, processing it into examples, and splitting datasets for things like cross-validation and train-test splits.
org.tribuo.regression.liblinear	Provides an interface to liblinear for regression problems.
org.tribuo.regression.libsvm	Provides an interface to LibSVM for regression problems.
org.tribuo.regression.rtree	Provides an implementation of decision trees for regression problems.
org.tribuo.regression.sgd	Provides infrastructure for Stochastic Gradient Descent based regression models.
org.tribuo.regression.slm	Provides implementations of sparse linear regression using various forms of regularisation penalty.
org.tribuo.regression.xgboost	Provides an interface to XGBoost for regression problems.

Classes in org.tribuo.data used by org.tribuo.classification

Class and Description
DataOptions Options for working with training and test data in a CLI.

Classes in org.tribuo.data used by org.tribuo.classification.experiments

Class and Description
DataOptions Options for working with training and test data in a CLI.
DataOptions.InputFormat The input formats supported by this options object.

Classes in org.tribuo.data used by org.tribuo.classification.mnb

Class and Description
DataOptions Options for working with training and test data in a CLI.

Classes in org.tribuo.data used by org.tribuo.clustering.kmeans

Class and Description
DataOptions Options for working with training and test data in a CLI.

Classes in org.tribuo.data used by org.tribuo.data

Class and Description
DataOptions Options for working with training and test data in a CLI.
DataOptions.Delimiter The delimiters supported by CSV files in this options object.
DataOptions.InputFormat The input formats supported by this options object.

Classes in org.tribuo.data used by org.tribuo.regression.liblinear

Class and Description
DataOptions Options for working with training and test data in a CLI.

Classes in org.tribuo.data used by org.tribuo.regression.libsvm

Class and Description
DataOptions Options for working with training and test data in a CLI.

Classes in org.tribuo.data used by org.tribuo.regression.rtree

Class and Description
DataOptions Options for working with training and test data in a CLI.

Classes in org.tribuo.data used by org.tribuo.regression.sgd

Class and Description
DataOptions Options for working with training and test data in a CLI.

Classes in org.tribuo.data used by org.tribuo.regression.slm

Class and Description
DataOptions Options for working with training and test data in a CLI.

Classes in org.tribuo.data used by org.tribuo.regression.xgboost

Class and Description
DataOptions Options for working with training and test data in a CLI.