Uses of Class
org.tribuo.common.sgd.FMParameters

Packages that use FMParameters

Package	Description
org.tribuo.classification.sgd.fm	Provides an implementation of a classification factorization machine using Stochastic Gradient Descent.
org.tribuo.common.sgd	Provides the base classes for models trained with stochastic gradient descent.
org.tribuo.multilabel.sgd.fm	Provides an implementation of a multi-label classification factorization machine model using Stochastic Gradient Descent.
org.tribuo.regression.sgd.fm	Provides an implementation of factorization machines for regression using Stochastic Gradient Descent.

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

Methods in org.tribuo.classification.sgd.fm with parameters of type FMParameters

Modifier and Type	Method	Description
protected FMClassificationModel	FMClassificationTrainer.createModel(String name, ModelProvenance provenance, ImmutableFeatureMap featureMap, ImmutableOutputInfo<Label> outputInfo, FMParameters parameters)

Uses of FMParameters in org.tribuo.common.sgd

Subclasses with type arguments of type FMParameters in org.tribuo.common.sgd

Modifier and Type	Class	Description
class	AbstractFMTrainer<T extends Output<T>, U, V extends AbstractFMModel<T>>	A trainer for a quadratic factorization machine model which uses SGD.

Methods in org.tribuo.common.sgd that return FMParameters

Modifier and Type	Method	Description
FMParameters	FMParameters.copy()
protected FMParameters	AbstractFMTrainer.createParameters(int numFeatures, int numOutputs, SplittableRandom localRNG)	Constructs the trainable parameters object, in this case a FMParameters containing a weight matrix for the feature weights and a series of weight matrices for the factorized feature representation.
static FMParameters	FMParameters.deserializeFromProto(int version, String className, com.google.protobuf.Any message)	Deserialization factory.

Constructors in org.tribuo.common.sgd with parameters of type FMParameters

Modifier	Constructor	Description
protected	AbstractFMModel(String name, ModelProvenance provenance, ImmutableFeatureMap featureIDMap, ImmutableOutputInfo<T> outputIDInfo, FMParameters parameters, boolean generatesProbabilities)	Constructs a factorization machine model trained via SGD.

Uses of FMParameters in org.tribuo.multilabel.sgd.fm

Methods in org.tribuo.multilabel.sgd.fm with parameters of type FMParameters

Modifier and Type	Method	Description
protected FMMultiLabelModel	FMMultiLabelTrainer.createModel(String name, ModelProvenance provenance, ImmutableFeatureMap featureMap, ImmutableOutputInfo<MultiLabel> outputInfo, FMParameters parameters)

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

Methods in org.tribuo.regression.sgd.fm with parameters of type FMParameters

Modifier and Type	Method	Description
protected FMRegressionModel	FMRegressionTrainer.createModel(String name, ModelProvenance provenance, ImmutableFeatureMap featureMap, ImmutableOutputInfo<Regressor> outputInfo, FMParameters parameters)