com.yahoo.egads.models.adm

Class AnomalyDetectionAbstractModel

java.lang.Object

com.yahoo.egads.models.adm.AnomalyDetectionAbstractModel

All Implemented Interfaces:

JsonAble, Model, AnomalyDetectionModel, java.io.Serializable

Direct Known Subclasses:

AdaptiveKernelDensityChangePointDetector, DBScanModel, ExtremeLowDensityModel, KSigmaModel, NaiveModel, SimpleThresholdModel

public abstract class AnomalyDetectionAbstractModel
extends java.lang.Object
implements AnomalyDetectionModel

See Also:

Serialized Form

Constructor Summary

Constructors

Constructor and Description
AnomalyDetectionAbstractModel(java.util.Properties config)

Method Summary

Modifier and Type	Method and Description
void	fromJson(JSONObject json_obj)
java.lang.String	getModelName()
java.lang.String	getModelType()
boolean	isDetectionWindowPoint(int maxHrsAgo, long windowStart, long anomalyTime, long startTime)
void	toJson(JSONStringer json_out)

Methods inherited from class java.lang.Object

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

Methods inherited from interface com.yahoo.egads.models.adm.AnomalyDetectionModel

detect, getType, tune

Methods inherited from interface com.yahoo.egads.data.Model

reset

Constructor Detail

AnomalyDetectionAbstractModel

public AnomalyDetectionAbstractModel(java.util.Properties config)

Method Detail

getModelName

public java.lang.String getModelName()

Specified by:

getModelName in interface Model

getModelType

public java.lang.String getModelType()

Specified by:

getModelType in interface Model

toJson

public void toJson(JSONStringer json_out)
            throws java.lang.Exception

Specified by:

toJson in interface JsonAble

Throws:

java.lang.Exception

fromJson

public void fromJson(JSONObject json_obj)
              throws java.lang.Exception

Specified by:

fromJson in interface JsonAble

Throws:

java.lang.Exception

isDetectionWindowPoint

public boolean isDetectionWindowPoint(int maxHrsAgo,
                                      long windowStart,
                                      long anomalyTime,
                                      long startTime)

Specified by:

isDetectionWindowPoint in interface AnomalyDetectionModel