Package org.processmining.prediction

Class Predictor

  • public class Predictor
extends java.lang.Object

    • Field Detail

      • df

        protected org.processmining.models.FunctionEstimator.AbstractDecisionTreeFunctionEstimator df

      • outputValuesAsObjects

        public java.lang.Object[] outputValuesAsObjects

      • targetActivityName

        public java.lang.String targetActivityName

      • desirableOutcomes

        public java.util.Set<java.lang.String> desirableOutcomes

    • Constructor Detail

      • Predictor

        public Predictor​(org.deckfour.xes.model.XLog log,
                 org.processmining.plugins.DataConformance.ResultReplay resReplay)

      • Predictor

        public Predictor​(org.deckfour.xes.model.XLog log,
                 org.processmining.models.graphbased.directed.petrinet.Petrinet model,
                 org.processmining.plugins.petrinet.replayresult.PNRepResult res)

      • Predictor

        public Predictor​(org.deckfour.xes.model.XLog log,
                 org.processmining.models.graphbased.directed.petrinet.Petrinet model,
                 org.processmining.plugins.petrinet.replayresult.PNRepResult res,
                 org.processmining.plugins.DataConformance.ResultReplay resReplay)

    • Method Detail

      • setNDCtoDC

        public void setNDCtoDC​(int i)

      • setDependentAttName

        public void setDependentAttName​(java.lang.String name)

      • getInstancesOfNDC

        public java.util.Map<java.util.Map<java.lang.String,​java.lang.Object>,​java.lang.Integer> getInstancesOfNDC()

      • setEventTargetThreshold

        public void setEventTargetThreshold​(int thresholdPercent)

      • setSensitiveThreshold

        public void setSensitiveThreshold​(int thresholdPercent)

      • getTypesNDC

        public java.util.Map<java.lang.String,​org.processmining.models.FunctionEstimator.Type> getTypesNDC()

      • setDesirableOutcome

        public void setDesirableOutcome​(java.util.Collection<java.lang.String> desirableOutcomes)

      • setEpsilon

        public void setEpsilon​(int epsilon)

      • getDesirableOutcome

        public java.util.Set<java.lang.String> getDesirableOutcome()

      • getLiteralValuesNDC

        public java.util.Map<java.lang.String,​java.util.Set<java.lang.String>> getLiteralValuesNDC()

      • setTargetActivityName

        public void setTargetActivityName​(java.lang.String targetActivityName)

      • setSensitiveAttributeIndex

        public void setSensitiveAttributeIndex​(int i)

      • getSensitiveAttributeIndex

        public int getSensitiveAttributeIndex()

      • getMinTraceDuration

        public long getMinTraceDuration()

      • getMaxTraceDuration

        public long getMaxTraceDuration()

      • setSelectedORplaces

        public void setSelectedORplaces​(java.util.Set<org.processmining.models.graphbased.directed.petrinet.elements.Place> selectedORPlaces)

      • getSelectedORplace

        public java.util.Set<org.processmining.models.graphbased.directed.petrinet.elements.Place> getSelectedORplace()

      • setSelectetSub_model

        public void setSelectetSub_model​(java.util.Set<org.processmining.models.graphbased.directed.petrinet.elements.Transition> selectedTransitions)

      • getSelectetSub_model

        public java.util.Set<org.processmining.models.graphbased.directed.petrinet.elements.Transition> getSelectetSub_model()

      • setTraceDelayThreshold

        public void setTraceDelayThreshold​(long traceDelayThreshold)

      • getTraceDelayThreshold

        public long getTraceDelayThreshold()

      • setSensitiveAttrebutName

        public void setSensitiveAttrebutName​(java.lang.String attName)

      • getSensitiveAttrebute

        public java.lang.String getSensitiveAttrebute()

      • setProtectedValues

        public void setProtectedValues​(java.util.Collection collection)

      • getActivitiesToConsider

        public java.util.Collection<java.lang.String> getActivitiesToConsider()

      • getPrefuseTreeVisualization

        public javax.swing.JComponent getPrefuseTreeVisualization()

      • getNormalTreeVisualization

        public javax.swing.JComponent getNormalTreeVisualization()

      • getFairAndNormalTreeVisualization

        public javax.swing.JComponent getFairAndNormalTreeVisualization()
                                                         throws java.lang.Exception
        Throws:
        java.lang.Exception

      • classify

        public double classify​(java.util.Map<java.lang.String,​java.lang.Object> variableAssignment)
                throws java.lang.Exception
        Throws:
        java.lang.Exception

      • clusterLog

        public org.processmining.framework.util.Pair<java.lang.String[],​org.deckfour.xes.model.XLog[]> clusterLog​(boolean onlyCorrectlyClassified,
                                                                                                                double maxDeviation)
                                                                                                         throws java.lang.Exception
        Throws:
        java.lang.Exception

      • getModel

        public org.processmining.models.graphbased.directed.petrinet.Petrinet getModel()

      • init

        public void init()

      • getName

        public static java.lang.String getName​(org.deckfour.xes.model.XAttributable element)

      • configureAugmentation

        public boolean configureAugmentation​(Augmentation[] augmentationCollection)

      • comparInstance

        public int comparInstance​(java.util.Map<java.lang.String,​java.lang.Object> m1,
                          java.util.Map<java.lang.String,​java.lang.Object> m2)

      • compareObject

        public int compareObject​(java.lang.Object o1,
                         java.lang.Object o2)

      • getTypes

        public java.util.Map<java.lang.String,​org.processmining.models.FunctionEstimator.Type> getTypes()

      • setActivitiesToConsider

        public void setActivitiesToConsider​(java.util.Collection<java.lang.String> activitiesToConsider)

      • setRegression

        public void setRegression​(boolean regressionTree)

      • makePrediction

        public void makePrediction​(TaskForProgressBar task)
                    throws java.lang.Exception
        Throws:
        java.lang.Exception

      • setBinarySplit

        public void setBinarySplit​(boolean binarySplit)

      • setConfidenceThreshold

        public void setConfidenceThreshold​(float confidenceThreshold)

      • setMinNumInstancePerLeaf

        public void setMinNumInstancePerLeaf​(double d)

      • getOriginalLogAttributes

        public java.util.ArrayList<java.lang.String> getOriginalLogAttributes()

      • setSaveData

        public void setSaveData​(boolean saveData)

      • setUnPruned

        public void setUnPruned​(boolean unPruned)

      • getNumInstances

        public int getNumInstances()

      • setNumFolds

        public void setNumFolds​(int numFoldErrorPruning)

      • getLiteralValues

        public java.util.Set<java.lang.String> getLiteralValues​(java.lang.String attribute)

      • getActivities

        public java.util.Collection<java.lang.String> getActivities()

      • getOriginalLog

        public org.deckfour.xes.model.XLog getOriginalLog()

      • getResReplay

        public org.processmining.plugins.DataConformance.ResultReplay getResReplay()

      • isRegressionTree

        public boolean isRegressionTree()

      • extractAttributeInformation

        public static java.util.Map<java.lang.String,​org.processmining.models.FunctionEstimator.Type> extractAttributeInformation​(org.deckfour.xes.model.XLog log)

      • getAttributes

        public java.util.List<java.lang.String> getAttributes()
        returns the event attributes.
        Returns:

      • getInstanceSetSize

        public int getInstanceSetSize()

      • getTraceAttributeValuesMap

        public java.util.Map<java.lang.String,​java.util.Set<java.lang.String>> getTraceAttributeValuesMap()

      • getTraceAttributeNames

        public java.util.Collection<java.lang.String> getTraceAttributeNames()

      • getORPlaces

        public java.util.Set<java.lang.String> getORPlaces​(java.util.Collection<org.processmining.models.graphbased.directed.petrinet.elements.Place> places)

      • subModelDurationInTrace

        public long subModelDurationInTrace​(org.deckfour.xes.model.XTrace trace)

      • wholeTraceDuration

        public long wholeTraceDuration​(org.deckfour.xes.model.XTrace trace)

      • getAllwholePathOptions

        public java.lang.String[] getAllwholePathOptions()

      • getTraceAttributesValues

        public java.util.Map<java.lang.String,​java.util.Set<java.lang.String>> getTraceAttributesValues()

      • doTraceAugmentations

        public void doTraceAugmentations​(org.deckfour.xes.model.XTrace trace,
                                 java.util.LinkedList<Augmentation> traceAugs,
                                 java.util.Map<java.lang.String,​java.lang.Object> newInstanceNDC)
        it applies the trace augmentations on the given trace
        Parameters:
        trace -
        traceAugs -
        newInstanceNDC -

      • doUpdate

        public void doUpdate​(java.lang.String augName,
                     java.util.Map<java.lang.String,​java.lang.Object> newInstanceNDC)
        This function updates the literalValueNDc and typesNDC according to the new instance.
        Parameters:
        augName -
        newInstanceNDC -

      • replaceNotAllowedStrings

        public java.lang.String replaceNotAllowedStrings​(java.lang.String str)

      • cleanOriginalLogAttributes

        public void cleanOriginalLogAttributes()