Uses of Class
org.tribuo.data.DataOptions

Packages that use DataOptions

Package	Description
org.tribuo.classification	Provides classes and infrastructure for multiclass classification problems.
org.tribuo.classification.dtree	Provides implementations of decision trees for classification problems.
org.tribuo.classification.experiments	Provides a set of main methods for interacting with classification tasks.
org.tribuo.classification.liblinear	Provides an interface to LibLinear-java for classification problems.
org.tribuo.classification.libsvm	Provides an interface to LibSVM for classification problems.
org.tribuo.classification.mnb	Provides an implementation of multinomial naive bayes (i.e., naive bayes for non-negative count data).
org.tribuo.classification.sgd	Provides infrastructure for Stochastic Gradient Descent for classification problems.
org.tribuo.classification.sgd.fm	Provides an implementation of a classification factorization machine using Stochastic Gradient Descent.
org.tribuo.classification.sgd.kernel	Provides a SGD implementation of a Kernel SVM using the Pegasos algorithm.
org.tribuo.classification.xgboost	Provides an interface to XGBoost for classification problems.
org.tribuo.clustering.hdbscan	Provides an implementation of HDBSCAN*.
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.sgd.fm	Provides an implementation of factorization machines for regression using Stochastic Gradient Descent.
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.

Uses of DataOptions in org.tribuo.classification

Methods in org.tribuo.classification with parameters of type DataOptions

Modifier and Type	Method	Description
static Model<Label>	TrainTestHelper.run(com.oracle.labs.mlrg.olcut.config.ConfigurationManager cm, DataOptions dataOptions, Trainer<Label> trainer)	This method trains a model on the specified training data, and evaluates it on the specified test data.

Uses of DataOptions in org.tribuo.classification.dtree

Fields in org.tribuo.classification.dtree declared as DataOptions

Modifier and Type	Field	Description
DataOptions	TrainTest.TrainTestOptions.generalOptions	The data loading options.

Uses of DataOptions in org.tribuo.classification.experiments

Fields in org.tribuo.classification.experiments declared as DataOptions

Modifier and Type	Field	Description
DataOptions	ConfigurableTrainTest.ConfigurableTrainTestOptions.general	Options for loading in data.
DataOptions	RunAll.RunAllOptions.general	Options for loading in data.
DataOptions	TrainTest.AllClassificationOptions.general	Options for loading in data.

Uses of DataOptions in org.tribuo.classification.liblinear

Fields in org.tribuo.classification.liblinear declared as DataOptions

Modifier and Type	Field	Description
DataOptions	TrainTest.TrainTestOptions.general	The data loading options.

Uses of DataOptions in org.tribuo.classification.libsvm

Fields in org.tribuo.classification.libsvm declared as DataOptions

Modifier and Type	Field	Description
DataOptions	TrainTest.TrainTestOptions.general	The data loading options.

Uses of DataOptions in org.tribuo.classification.mnb

Fields in org.tribuo.classification.mnb declared as DataOptions

Modifier and Type	Field	Description
DataOptions	TrainTest.TrainTestOptions.general	The data loading options.

Uses of DataOptions in org.tribuo.classification.sgd

Fields in org.tribuo.classification.sgd declared as DataOptions

Modifier and Type	Field	Description
DataOptions	TrainTest.TrainTestOptions.general	The data loading options.

Uses of DataOptions in org.tribuo.classification.sgd.fm

Fields in org.tribuo.classification.sgd.fm declared as DataOptions

Modifier and Type	Field	Description
DataOptions	TrainTest.TrainTestOptions.general

Uses of DataOptions in org.tribuo.classification.sgd.kernel

Fields in org.tribuo.classification.sgd.kernel declared as DataOptions

Modifier and Type	Field	Description
DataOptions	TrainTest.TrainTestOptions.general	The data loading options.

Uses of DataOptions in org.tribuo.classification.xgboost

Fields in org.tribuo.classification.xgboost declared as DataOptions

Modifier and Type	Field	Description
DataOptions	TrainTest.TrainTestOptions.general	The data loading options.

Uses of DataOptions in org.tribuo.clustering.hdbscan

Fields in org.tribuo.clustering.hdbscan declared as DataOptions

Modifier and Type	Field	Description
DataOptions	TrainTest.HdbscanCLIOptions.general	The data loading options.

Uses of DataOptions in org.tribuo.clustering.kmeans

Fields in org.tribuo.clustering.kmeans declared as DataOptions

Modifier and Type	Field	Description
DataOptions	TrainTest.KMeansOptions.general	The data loading options.

Uses of DataOptions in org.tribuo.data

Fields in org.tribuo.data declared as DataOptions

Modifier and Type	Field	Description
DataOptions	ConfigurableTrainTest.ConfigurableTrainTestOptions.general	Data loading options.

Uses of DataOptions in org.tribuo.regression.liblinear

Fields in org.tribuo.regression.liblinear declared as DataOptions

Modifier and Type	Field	Description
DataOptions	TrainTest.LibLinearOptions.general	The data loading options.

Uses of DataOptions in org.tribuo.regression.libsvm

Fields in org.tribuo.regression.libsvm declared as DataOptions

Modifier and Type	Field	Description
DataOptions	TrainTest.LibSVMOptions.general	The data loading options.

Uses of DataOptions in org.tribuo.regression.rtree

Fields in org.tribuo.regression.rtree declared as DataOptions

Modifier and Type	Field	Description
DataOptions	TrainTest.RegressionTreeOptions.general	The data loading options.

Uses of DataOptions in org.tribuo.regression.sgd

Fields in org.tribuo.regression.sgd declared as DataOptions

Modifier and Type	Field	Description
DataOptions	TrainTest.SGDOptions.general	The dataset loading options.

Uses of DataOptions in org.tribuo.regression.sgd.fm

Fields in org.tribuo.regression.sgd.fm declared as DataOptions

Modifier and Type	Field	Description
DataOptions	TrainTest.FMRegressionOptions.general	The dataset loading options.

Uses of DataOptions in org.tribuo.regression.slm

Fields in org.tribuo.regression.slm declared as DataOptions

Modifier and Type	Field	Description
DataOptions	TrainTest.SLMOptions.general	The data loading options.

Uses of DataOptions in org.tribuo.regression.xgboost

Fields in org.tribuo.regression.xgboost declared as DataOptions

Modifier and Type	Field	Description
DataOptions	TrainTest.XGBoostOptions.general	The data loading options.