com.yahoo.egads.models.adm

Interface AnomalyDetectionModel

All Superinterfaces:

JsonAble, Model, java.io.Serializable

All Known Implementing Classes:

AdaptiveKernelDensityChangePointDetector, AnomalyDetectionAbstractModel, DBScanModel, ExtremeLowDensityModel, KSigmaModel, NaiveModel, SimpleThresholdModel

public interface AnomalyDetectionModel
extends Model

Method Summary

Modifier and Type	Method and Description
Anomaly.IntervalSequence	detect(TimeSeries.DataSequence observedSeries, TimeSeries.DataSequence expectedSeries)
java.lang.String	getType()
boolean	isDetectionWindowPoint(int maxHrsAgo, long windowStart, long anomalyTime, long startTime)
void	tune(TimeSeries.DataSequence observedSeries, TimeSeries.DataSequence expectedSeries, Anomaly.IntervalSequence anomalySequence)

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

getModelName, getModelType, reset

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

fromJson, toJson

Method Detail

getType

java.lang.String getType()

tune

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

Throws:

java.lang.Exception

isDetectionWindowPoint

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

detect

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

Throws:

java.lang.Exception