com.yahoo.egads.models.adm

Class SimpleThresholdModel

java.lang.Object

com.yahoo.egads.models.adm.AnomalyDetectionAbstractModel

com.yahoo.egads.models.adm.SimpleThresholdModel

All Implemented Interfaces:

JsonAble, Model, AnomalyDetectionModel, java.io.Serializable

public class SimpleThresholdModel
extends AnomalyDetectionAbstractModel

See Also:

Serialized Form

Constructor Summary

Constructors

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

Method Summary

Modifier and Type	Method and Description
Anomaly.IntervalSequence	detect(TimeSeries.DataSequence observedSeries, TimeSeries.DataSequence expectedSeries)
void	fromJson(JSONObject json_obj)
java.lang.String	getModelName()
java.lang.String	getType()
void	reset()
void	toJson(JSONStringer json_out)
void	tune(TimeSeries.DataSequence observedSeries, TimeSeries.DataSequence expectedSeries, Anomaly.IntervalSequence anomalySequence)

Methods inherited from class com.yahoo.egads.models.adm.AnomalyDetectionAbstractModel

getModelType, isDetectionWindowPoint

Methods inherited from class java.lang.Object

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

Constructor Detail

SimpleThresholdModel

public SimpleThresholdModel(java.util.Properties config)

Method Detail

toJson

public void toJson(JSONStringer json_out)

Specified by:

toJson in interface JsonAble

Overrides:

toJson in class AnomalyDetectionAbstractModel

fromJson

public void fromJson(JSONObject json_obj)

Specified by:

fromJson in interface JsonAble

Overrides:

fromJson in class AnomalyDetectionAbstractModel

getType

public java.lang.String getType()

getModelName

public java.lang.String getModelName()

Specified by:

getModelName in interface Model

Overrides:

getModelName in class AnomalyDetectionAbstractModel

reset

public void reset()

tune

public void tune(TimeSeries.DataSequence observedSeries,
                 TimeSeries.DataSequence expectedSeries,
                 Anomaly.IntervalSequence anomalySequence)
          throws java.lang.Exception

Throws:

java.lang.Exception

detect

public Anomaly.IntervalSequence detect(TimeSeries.DataSequence observedSeries,
                                       TimeSeries.DataSequence expectedSeries)
                                throws java.lang.Exception

Throws:

java.lang.Exception