com.yahoo.egads.models.tsmm

Class MultipleLinearRegressionModel

java.lang.Object

com.yahoo.egads.models.tsmm.TimeSeriesAbstractModel

com.yahoo.egads.models.tsmm.MultipleLinearRegressionModel

All Implemented Interfaces:

JsonAble, Model, TimeSeriesModel, java.io.Serializable

public class MultipleLinearRegressionModel
extends TimeSeriesAbstractModel

See Also:

Serialized Form

Constructor Summary

Constructors

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

Method Summary

Modifier and Type	Method and Description
void	fromJson(JSONObject json_obj)
java.lang.String	getModelName()
void	predict(TimeSeries.DataSequence sequence)
void	reset()
void	toJson(JSONStringer json_out)
void	train(TimeSeries.DataSequence data)
void	update(TimeSeries.DataSequence data)

Methods inherited from class com.yahoo.egads.models.tsmm.TimeSeriesAbstractModel

betterThan, getBias, getMAD, getMAPE, getModelType, getMSE, getSAE

Methods inherited from class java.lang.Object

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

Constructor Detail

MultipleLinearRegressionModel

public MultipleLinearRegressionModel(java.util.Properties config)

Method Detail

reset

public void reset()

train

public void train(TimeSeries.DataSequence data)

update

public void update(TimeSeries.DataSequence data)

getModelName

public java.lang.String getModelName()

Specified by:

getModelName in interface Model

Overrides:

getModelName in class TimeSeriesAbstractModel

predict

public void predict(TimeSeries.DataSequence sequence)
             throws java.lang.Exception

Throws:

java.lang.Exception

toJson

public void toJson(JSONStringer json_out)

Specified by:

toJson in interface JsonAble

Overrides:

toJson in class TimeSeriesAbstractModel

fromJson

public void fromJson(JSONObject json_obj)

Specified by:

fromJson in interface JsonAble

Overrides:

fromJson in class TimeSeriesAbstractModel