Package com.evolveum.midpoint.model.impl.mining.utils

Class DebugOutlierDetectionEvaluation

java.lang.Object

com.evolveum.midpoint.model.impl.mining.utils.DebugOutlierDetectionEvaluation

public class DebugOutlierDetectionEvaluation
extends Object

Evaluates outlier detection on RBAC generated dataset which contains outlier labels. Metrics: F1 score, precision, recall

Nested Class Summary

Nested Classes

Modifier and Type	Class	Description
static final record	DebugOutlierDetectionEvaluation.ConfusionMatrix

Constructor Summary

Constructors

Constructor	Description
DebugOutlierDetectionEvaluation(String sessionOid, ModelService modelService, RoleAnalysisService roleAnalysisService, Task parentTask)

Method Summary

Modifier and Type	Method	Description
DebugOutlierDetectionEvaluation	evaluate()
DebugOutlierDetectionEvaluation.ConfusionMatrix	getConfusionMatrix()
Double	getF1Score()
Double	getPrecision()
Double	getRecall()
String	toString()

Methods inherited from class java.lang.Object

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

Constructor Details

DebugOutlierDetectionEvaluation

public DebugOutlierDetectionEvaluation(String sessionOid,
 ModelService modelService,
 RoleAnalysisService roleAnalysisService,
 Task parentTask)

Method Details

evaluate

public DebugOutlierDetectionEvaluation evaluate()
                                         throws Exception

Throws:

Exception

getConfusionMatrix

public DebugOutlierDetectionEvaluation.ConfusionMatrix getConfusionMatrix()

getF1Score

public Double getF1Score()

getRecall

public Double getRecall()

getPrecision

public Double getPrecision()

toString

public String toString()

Overrides:

toString in class Object