biz.sc.mm.dm.algorithm.naivebayes

Interface NaiveBayesModel

All Superinterfaces:

AppliableObject, ClassificationModel, MiningModel, PersistentObject, ScoringModel, SupervisedModel, TaskResult, Verifiable

public interface NaiveBayesModel
extends ClassificationModel

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
double	getAprioriTargetProbability(java.lang.Object targetCategory)
double	getConditionalProbability(java.lang.Object targetCategory, int variableIdx, java.lang.Object variableCategory)
double	getConditionalProbability(java.lang.Object targetCategory, java.lang.String variableName, java.lang.Object variableCategory)
java.util.Set	getIntervals(java.lang.String variableName)
double[]	getVariableImportance()

Methods inherited from interface biz.sc.mm.dm.supervised.classification.ClassificationModel

getPositiveTargetApriori, getPositiveTargetValue

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

Method Detail

getIntervals

java.util.Set getIntervals(java.lang.String variableName)

getAprioriTargetProbability

double getAprioriTargetProbability(java.lang.Object targetCategory)

getConditionalProbability

double getConditionalProbability(java.lang.Object targetCategory,
                               java.lang.String variableName,
                               java.lang.Object variableCategory)

getConditionalProbability

double getConditionalProbability(java.lang.Object targetCategory,
                               int variableIdx,
                               java.lang.Object variableCategory)

getVariableImportance

double[] getVariableImportance()