org.processmining.projectedrecallandprecision.framework

Class LogModelFramework<M>

java.lang.Object

org.processmining.projectedrecallandprecision.framework.LogModelFramework<M>

Direct Known Subclasses:

CompareLog2PetriNet, CompareLog2ProcessTree

public abstract class LogModelFramework<M>
extends java.lang.Object

Constructor Summary

Constructors

Constructor and Description
LogModelFramework()

Method Summary

Modifier and Type	Method and Description
static boolean	addTraceToAutomaton(RunAutomaton2 modelAutomaton, DFA logAutomaton, EfficientLog log, int trace, short[] projectionKey, org.processmining.framework.plugin.ProMCanceller canceller) Add trace to log automaton and returns whether the trace can be replayed on the model.
ProjectedRecallPrecisionResult	apply(M model, EfficientLog log, CompareParameters parameters, org.processmining.framework.plugin.ProMCanceller canceller)
static java.util.Set<java.lang.String>	getActivitiesLog(EfficientLog log)
abstract java.util.Set<java.lang.String>	getActivitiesModel(M model)
static org.processmining.plugins.InductiveMiner.Pair<java.lang.Integer,DFA>	processLog(EfficientLog log, RunAutomaton2 modelAutomaton, org.processmining.framework.plugin.ProMCanceller canceller, java.lang.String... names)
abstract DFA	projectAndAutomatiseModel(M model, CompareParameters parameters, org.processmining.framework.plugin.ProMCanceller canceller, java.lang.String... names) Transform the model into an automaton.
static java.lang.String	projectedTraceToString(short[] projectedTrace)
org.processmining.plugins.InductiveMiner.Pair<java.lang.Double,java.lang.Double>	recallPrecisionOverActivity(M model, EfficientLog log, java.util.Set<java.lang.String> logActivities, java.util.Set<java.lang.String> modelActivities, CompareParameters parameters, org.processmining.framework.plugin.ProMCanceller canceller, java.lang.String... names)

Methods inherited from class java.lang.Object

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

Constructor Detail

LogModelFramework

public LogModelFramework()

Method Detail

getActivitiesModel

public abstract java.util.Set<java.lang.String> getActivitiesModel(M model)

Parameters:

model -

Returns:

a set of the activities in the model.

projectAndAutomatiseModel

public abstract DFA projectAndAutomatiseModel(M model,
                                              CompareParameters parameters,
                                              org.processmining.framework.plugin.ProMCanceller canceller,
                                              java.lang.String... names)
                                       throws java.lang.Exception

Transform the model into an automaton. Must be thread-safe. Each activity name should be replaced with the number in which it appears. I.e., for process trees: seq(a, b, c) projected on [b, c] becomes an automaton of seq(0, 1).

Parameters:

canceller -

data.system -

names -

Returns:

Throws:

java.lang.Exception

apply

public ProjectedRecallPrecisionResult apply(M model,
                                            EfficientLog log,
                                            CompareParameters parameters,
                                            org.processmining.framework.plugin.ProMCanceller canceller)
                                     throws AutomatonFailedException,
                                            java.lang.InterruptedException,
                                            ProjectedRecallPrecisionResult.ProjectedMeasuresFailedException

Parameters:

data.system -

data.k -

Returns:

(recall, precision)

Throws:

AutomatonFailedException

java.lang.InterruptedException

ProjectedRecallPrecisionResult.ProjectedMeasuresFailedException

getActivitiesLog

public static java.util.Set<java.lang.String> getActivitiesLog(EfficientLog log)

Parameters:

log -

Returns:

a set of activities that appear in the log

recallPrecisionOverActivity

public org.processmining.plugins.InductiveMiner.Pair<java.lang.Double,java.lang.Double> recallPrecisionOverActivity(M model,
                                                                                                                    EfficientLog log,
                                                                                                                    java.util.Set<java.lang.String> logActivities,
                                                                                                                    java.util.Set<java.lang.String> modelActivities,
                                                                                                                    CompareParameters parameters,
                                                                                                                    org.processmining.framework.plugin.ProMCanceller canceller,
                                                                                                                    java.lang.String... names)
                                                                                                             throws java.lang.Exception

Throws:

java.lang.Exception

processLog

public static org.processmining.plugins.InductiveMiner.Pair<java.lang.Integer,DFA> processLog(EfficientLog log,
                                                                                              RunAutomaton2 modelAutomaton,
                                                                                              org.processmining.framework.plugin.ProMCanceller canceller,
                                                                                              java.lang.String... names)

addTraceToAutomaton

public static boolean addTraceToAutomaton(RunAutomaton2 modelAutomaton,
                                          DFA logAutomaton,
                                          EfficientLog log,
                                          int trace,
                                          short[] projectionKey,
                                          org.processmining.framework.plugin.ProMCanceller canceller)

Add trace to log automaton and returns whether the trace can be replayed on the model.

Parameters:

automaton -

trace -

canceller -

classifier -

namesMap -

Returns:

can trace be replayed

projectedTraceToString

public static java.lang.String projectedTraceToString(short[] projectedTrace)