com.datumbox.framework.core.machinelearning.common.interfaces

Interface ModelParameters

All Superinterfaces:

Learnable, java.io.Serializable

All Known Implementing Classes:

AbstractBoostingBagging.AbstractModelParameters, AbstractClassifier.AbstractModelParameters, AbstractClusterer.AbstractModelParameters, AbstractDPMM.AbstractModelParameters, AbstractNaiveBayes.AbstractModelParameters, AbstractScaler.AbstractModelParameters, AbstractScoreBasedFeatureSelector.AbstractModelParameters, AbstractTrainer.AbstractModelParameters, Adaboost.ModelParameters, BayesianEnsembleMethod.ModelParameters, BernoulliNaiveBayes.ModelParameters, BinarizedNaiveBayes.ModelParameters, BinaryScaler.ModelParameters, BootstrapAggregating.ModelParameters, ChisquareSelect.ModelParameters, CollaborativeFiltering.ModelParameters, CornerConstraintsEncoder.ModelParameters, GaussianDPMM.ModelParameters, HierarchicalAgglomerative.ModelParameters, Kmeans.ModelParameters, LatentDirichletAllocation.ModelParameters, MatrixLinearRegression.ModelParameters, MaxAbsScaler.ModelParameters, MaximumEntropy.ModelParameters, MinMaxScaler.ModelParameters, Modeler.ModelParameters, MultinomialDPMM.ModelParameters, MultinomialNaiveBayes.ModelParameters, MutualInformation.ModelParameters, NLMS.ModelParameters, OneHotEncoder.ModelParameters, OrdinalRegression.ModelParameters, PCA.ModelParameters, SoftMaxRegression.ModelParameters, StandardScaler.ModelParameters, StepwiseRegression.ModelParameters, SupportVectorMachine.ModelParameters, TextClassifier.ModelParameters, TFIDF.ModelParameters

public interface ModelParameters
extends Learnable

The ModelParameter objects stores the coefficients that were learned during the training of the algorithm.

Method Summary

Modifier and Type	Method and Description
static <MP extends ModelParameters> MP	newInstance(java.lang.Class<MP> mpClass, StorageEngine storageEngine) Generates a new instance of the Model Parameters by using the provided class.

Method Detail

newInstance

static <MP extends ModelParameters> MP newInstance(java.lang.Class<MP> mpClass,
                                                   StorageEngine storageEngine)

Generates a new instance of the Model Parameters by using the provided class.

Type Parameters:

MP -

Parameters:

mpClass -

storageEngine -

Returns: