Package org.tribuo.data

package 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.

Related Packages

Package	Description
org.tribuo	Provides the core interfaces and classes for using Tribuo.
org.tribuo.data.columnar	Provides classes for processing columnar data and generating Examples.
org.tribuo.data.csv	Provides classes which can load columnar data (using a RowProcessor) from a CSV (or other character delimited format) file.
org.tribuo.data.sql	Provides classes which can load columnar data (using a RowProcessor) from a SQL source.
org.tribuo.data.text	Provides interfaces for converting text inputs into Features and Examples.

Class	Description
CompletelyConfigurableTrainTest	Build and run a predictor for a standard dataset.
CompletelyConfigurableTrainTest.ConfigurableTrainTestOptions	Command line options.
ConfigurableTrainTest	Build and run a predictor for a standard dataset.
ConfigurableTrainTest.ConfigurableTrainTestOptions	Command line options.
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.
DatasetExplorer	A CLI for exploring a serialised Dataset.
DatasetExplorer.DatasetExplorerOptions	Command line options.
PreprocessAndSerialize	Reads in a Datasource, processes all the data, and writes it out as a serialized dataset.
PreprocessAndSerialize.PreprocessAndSerializeOptions	Command line options.