Module es.upm.fi.cig.multictbnc

Package es.upm.fi.cig.multictbnc.models.submodels

Class Empty_digraph_MultiCTBNC<NodeTypeBN extends Node,NodeTypeCTBN extends Node>

java.lang.Object

es.upm.fi.cig.multictbnc.models.AbstractPGM<Node>

es.upm.fi.cig.multictbnc.models.MultiCTBNC<NodeTypeBN,NodeTypeCTBN>

es.upm.fi.cig.multictbnc.models.submodels.Empty_digraph_MultiCTBNC<NodeTypeBN,NodeTypeCTBN>

Type Parameters:

NodeTypeBN - type of the nodes of the BN (class subgraph)

NodeTypeCTBN - type of the nodes of the CTBN (feature subgraph)

All Implemented Interfaces:

Classifier, PGM<Node>

public class Empty_digraph_MultiCTBNC<NodeTypeBN extends Node,NodeTypeCTBN extends Node>
extends MultiCTBNC<NodeTypeBN,NodeTypeCTBN>

Implements a Multi-CTBNC with an empty class subgraph.

Constructor Summary

Constructors

Constructor	Description
Empty_digraph_MultiCTBNC(BNLearningAlgorithms bnLearningAlgs, CTBNLearningAlgorithms ctbnLearningAlgs, Class<NodeTypeBN> bnNodeClass, Class<NodeTypeCTBN> ctbnNodeClass)	Constructs a Empty_digraph_MultiCTBNC by receiving the learning algorithms for Bayesian networks and continuous-time Bayesian networks.

Method Summary

Modifier and Type	Method	Description
String	getModelIdentifier()	Returns a String that identifies the model.
StructureConstraints	getStructureConstraintsBN()	Returns the structure constraints for the BN.
String	getType()	Provides the type of PGM.

Methods inherited from class es.upm.fi.cig.multictbnc.models.MultiCTBNC

areParametersEstimated, getBN, getCTBN, getInitialStructure, getLearningAlgsBN, getLearningAlgsCTBN, getNameFeatureVariables, getNodes, getNodesClassVariables, getNodesCTBN, getNodesCTBNInMarkovBlanketClassVariables, getNodesFeatureVariables, getNumClassVariables, getNumFeatureVariables, getStructureConstraintsCTBN, getTypeNodeClassVariable, getTypeNodeFeature, learn, learnParameters, learnParameters, predict, sample, sample, setBnLearningAlgs, setCtbnLearningAlgs, setInitialStructure, toString, update, updateBridgeAndFeatureSubgraph

Methods inherited from class es.upm.fi.cig.multictbnc.models.AbstractPGM

addNodes, computeSufficientStatistics, display, display, display, getAdjacencyMatrix, getDataset, getHyperparameters, getIndexNodes, getIndexOfNode, getNamesNodesByIndex, getNameVariables, getNodeByIndex, getNodeByName, getNodeClass, getNodeFactory, getNodeIndexer, getNumNodes, getParameterLearningAlg, getStructureConstraints, getStructureLearningAlg, initialiseModel, isStructureLegal, learn, learn, learn, learnParameters, learnParameters, learnParameters, learnParameters, removeAllEdges, removeAllNodes, saveGraph, setDataset, setNameVariables, setParameterLearningAlgorithm, setStructure, setStructure, setStructure, setStructureConstraints, setStructureLearningAlgorithm, setStructureModifiedNodes

Methods inherited from class java.lang.Object

clone, equals, finalize, getClass, hashCode, notify, notifyAll, wait, wait, wait

Constructor Details

Empty_digraph_MultiCTBNC

public Empty_digraph_MultiCTBNC(BNLearningAlgorithms bnLearningAlgs,
 CTBNLearningAlgorithms ctbnLearningAlgs,
 Class<NodeTypeBN> bnNodeClass,
 Class<NodeTypeCTBN> ctbnNodeClass)

Constructs a Empty_digraph_MultiCTBNC by receiving the learning algorithms for Bayesian networks and continuous-time Bayesian networks.

Parameters:

bnLearningAlgs - parameter and structure learning algorithms for Bayesian networks

ctbnLearningAlgs - parameter and structure learning algorithms for continuous-time Bayesian networks

bnNodeClass - Bayesian network node type

ctbnNodeClass - continuous-time Bayesian network node type

Method Details

getStructureConstraintsBN

public StructureConstraints getStructureConstraintsBN()

Description copied from class: MultiCTBNC

Returns the structure constraints for the BN.

Overrides:

getStructureConstraintsBN in class MultiCTBNC<NodeTypeBN extends Node,NodeTypeCTBN extends Node>

Returns:

a StructureConstraint

getModelIdentifier

public String getModelIdentifier()

Description copied from interface: PGM

Returns a String that identifies the model.

Specified by:

getModelIdentifier in interface PGM<NodeTypeBN extends Node>

Overrides:

getModelIdentifier in class MultiCTBNC<NodeTypeBN extends Node,NodeTypeCTBN extends Node>

Returns:

String that identifies the model

getType

public String getType()

Description copied from interface: PGM

Provides the type of PGM.

Specified by:

getType in interface PGM<NodeTypeBN extends Node>

Overrides:

getType in class MultiCTBNC<NodeTypeBN extends Node,NodeTypeCTBN extends Node>

Returns:

string describing the type of PGM