Package moa.classifiers.rules.core.anomalydetection

Interface AnomalyDetector

All Superinterfaces:

Configurable, MOAObject, OptionHandler, java.io.Serializable

All Known Implementing Classes:

AbstractAnomalyDetector, AnomalinessRatioScore, NoAnomalyDetection, OddsRatioScore

public interface AnomalyDetector
extends OptionHandler

Anomaly Detector interface to implement methods that detects change.

Version:

$Revision: 1$

Author:

João Duarte (joaomaiaduarte at gmail dot com)

Method Summary

Modifier and Type	Method	Description
AnomalyDetector	copy()	This method produces a copy of this object.
double	getAnomalyScore()
boolean	updateAndCheckAnomalyDetection(MultiLabelInstance instance)	Adding an instance to the anomaly detector

Methods inherited from interface moa.MOAObject

getDescription, measureByteSize

Methods inherited from interface moa.options.OptionHandler

getCLICreationString, getOptions, getPurposeString, prepareForUse, prepareForUse

Method Detail

updateAndCheckAnomalyDetection

boolean updateAndCheckAnomalyDetection(MultiLabelInstance instance)

Adding an instance to the anomaly detector

Returns:

true if anomaly is detected and false otherwise

getAnomalyScore

double getAnomalyScore()

copy

AnomalyDetector copy()

Description copied from interface: OptionHandler

This method produces a copy of this object.

Specified by:

copy in interface MOAObject

Specified by:

copy in interface OptionHandler

Returns:

a copy of this object