com.bayesserver.analysis

Class InSampleAnomalyDetectionOutput

java.lang.Object

com.bayesserver.analysis.InSampleAnomalyDetectionOutput

public final class InSampleAnomalyDetectionOutput
extends Object

Output used by InSampleAnomalyDetection.

Method Summary

Modifier and Type	Method and Description
double	getAnomalyScore() Gets a value between [0, 1] with values closer to 0 being more likely to be anomalous.
boolean	isAnomalous() Determines whether the record is deemed anomalous.
boolean	isAnomalous(Double tolerance) Determines whether the record is deemed anomalous.

Methods inherited from class java.lang.Object

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

Method Detail

getAnomalyScore

public double getAnomalyScore()

Gets a value between [0, 1] with values closer to 0 being more likely to be anomalous.

isAnomalous

public boolean isAnomalous()

Determines whether the record is deemed anomalous.

isAnomalous

public boolean isAnomalous(Double tolerance)

Determines whether the record is deemed anomalous.

Parameters:

tolerance - Used as a threshold to determine whether a record is anomalous or not. A value of 0.0 would only catch the most extreme anomalies. A value of 1.0 would mark everything as anomalous. Leave as null to use an appropriate default.

Returns:

true if the record is deemed anomalous, false otherwise.