biz.sc.mm.dm.supervised.statistical

Interface LikelihoodModel

All Superinterfaces:

AppliableObject, InputDataInfo, MiningModel, PersistentObject, ScoringModel, StatisticalModel, SupervisedModel, TaskResult, Verifiable

All Known Subinterfaces:

ClassificationLikelihoodModel, ExtendedSurvivalModel, LogisticRegressionModel, MCMCLogisticRegressionModel, NonparametricSurvivalModel, ParametricSurvivalModel, SurvivalModel

public interface LikelihoodModel
extends StatisticalModel

Interface common for all likelihood-based models (e.g.logistic regression, survival, bivariate).

Field Summary

Fields inherited from interface biz.sc.mm.dm.base.MiningModel

PROP_INDEX_BUILD_DATA_ID, PROP_INDEX_BUILD_VALID_ID, PROP_INDEX_MODEL_STATS_CLASS, SIGNATURE

Method Summary

Methods

Modifier and Type	Method and Description
AbstractLikelihoodFunction	getLikelihoodFunction() Gets the underlying likelihood function for a model.

Methods inherited from interface biz.sc.mm.dm.supervised.statistical.StatisticalModel

getCoefficient, getCoefficients, getCorrelation, getCovariance, getImportanceStatisticsPValue, getSignatureNames, getVarNo, isActive, p

Methods inherited from interface biz.sc.mm.dm.base.MiningModel

getBuildDataIdentifier, getExternalSignature, getFunctionSettings, getInternalFunctionSettings, getInternalSignature, getLearningHistory, getModelStatistics, getSignature, getTransformation, getValidationDataIdentifier, setTransformation

Methods inherited from interface biz.sc.mm.dm.base.TaskResult

isLiberalExecution

Methods inherited from interface biz.sc.mm.dm.PersistentObject

getDescription, getName, getObjectIdentifier, getProperties, isEditable, setDescription, setEditable, setName, setObjectIdentifier

Methods inherited from interface biz.sc.mm.dm.base.Verifiable

verify

Methods inherited from interface biz.sc.mm.dm.supervised.statistical.InputDataInfo

getGroupUsage, getInternalFunctionSettings, getUniqueName, getUsage, getVarGroupName, getVarName, intcp, n, ptotal

Method Detail

getLikelihoodFunction

AbstractLikelihoodFunction getLikelihoodFunction()

Gets the underlying likelihood function for a model.

Returns:

likelihood function for a model.