Uses of Interface
org.tribuo.WeightedExamples
Packages that use WeightedExamples
Package
Description
Provides implementations of decision trees for classification problems.
Provides an implementation of multinomial naive bayes (i.e., naive bayes for non-negative count data).
Provides an implementation of a linear chain CRF trained using Stochastic Gradient Descent.
Provides a SGD implementation of a Kernel SVM using the Pegasos algorithm.
Provides an implementation of a classification linear model using Stochastic Gradient Descent.
Provides an interface to XGBoost for classification problems.
Provides common functionality for building decision trees, irrespective
of the predicted
Output
.Provides abstract classes for interfacing with XGBoost abstracting away all the
Output
dependent parts.Provides an implementation of decision trees for regression problems.
Provides an implementation of linear regression using Stochastic Gradient Descent.
Provides implementations of sparse linear regression using various forms of regularisation penalty.
Provides an interface to XGBoost for regression problems.
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Uses of WeightedExamples in org.tribuo.classification.dtree
Classes in org.tribuo.classification.dtree that implement WeightedExamplesModifier and TypeClassDescriptionclass
ATrainer
that uses an approximation of the CART algorithm to build a decision tree. -
Uses of WeightedExamples in org.tribuo.classification.mnb
Classes in org.tribuo.classification.mnb that implement WeightedExamplesModifier and TypeClassDescriptionclass
ATrainer
which trains a multinomial Naive Bayes model with Laplace smoothing. -
Uses of WeightedExamples in org.tribuo.classification.sgd.crf
Classes in org.tribuo.classification.sgd.crf that implement WeightedExamples -
Uses of WeightedExamples in org.tribuo.classification.sgd.kernel
Classes in org.tribuo.classification.sgd.kernel that implement WeightedExamplesModifier and TypeClassDescriptionclass
A trainer for a kernelised model using the Pegasos optimiser. -
Uses of WeightedExamples in org.tribuo.classification.sgd.linear
Classes in org.tribuo.classification.sgd.linear that implement WeightedExamplesModifier and TypeClassDescriptionclass
A trainer for a linear model which uses SGD.class
A logistic regression trainer that uses a reasonable objective, optimiser, number of epochs and minibatch size. -
Uses of WeightedExamples in org.tribuo.classification.xgboost
Classes in org.tribuo.classification.xgboost that implement WeightedExamplesModifier and TypeClassDescriptionfinal class
ATrainer
which wraps the XGBoost training procedure. -
Uses of WeightedExamples in org.tribuo.common.tree
Subinterfaces of WeightedExamples in org.tribuo.common.treeModifier and TypeInterfaceDescriptioninterface
DecisionTreeTrainer<T extends Output<T>>
A tag interface for aTrainer
so the random forests trainer can check if it's actually a tree.Classes in org.tribuo.common.tree that implement WeightedExamplesModifier and TypeClassDescriptionclass
AbstractCARTTrainer<T extends Output<T>>
Base class forTrainer
's that use an approximation of the CART algorithm to build a decision tree. -
Uses of WeightedExamples in org.tribuo.common.xgboost
Classes in org.tribuo.common.xgboost that implement WeightedExamplesModifier and TypeClassDescriptionclass
XGBoostTrainer<T extends Output<T>>
ATrainer
which wraps the XGBoost training procedure. -
Uses of WeightedExamples in org.tribuo.regression.rtree
Classes in org.tribuo.regression.rtree that implement WeightedExamples -
Uses of WeightedExamples in org.tribuo.regression.sgd.linear
Classes in org.tribuo.regression.sgd.linear that implement WeightedExamplesModifier and TypeClassDescriptionclass
A trainer for a linear regression model which uses SGD. -
Uses of WeightedExamples in org.tribuo.regression.slm
Classes in org.tribuo.regression.slm that implement WeightedExamplesModifier and TypeClassDescriptionclass
A trainer for a lasso linear regression model which uses LARS to construct the model.class
A trainer for a linear regression model which uses least angle regression.class
A trainer for a sparse linear regression model. -
Uses of WeightedExamples in org.tribuo.regression.xgboost
Classes in org.tribuo.regression.xgboost that implement WeightedExamplesModifier and TypeClassDescriptionfinal class
ATrainer
which wraps the XGBoost training procedure.