C# Класс QACExperimenter.Approaches.SGD.OnlineSGDNonOverlappingLinearRegressionModel

Online training a non-overlapping linear regression model for the MNTB settings using SGD.

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Открытые методы

Метод	Описание
MakePrediction ( double instanceIn ) : double	Publicly make prediction, as a query count (rather than scaled)
OnlineSGDNonOverlappingLinearRegressionModel ( int trainingFeatures, int maxNtbSize, int predictionHorizon ) : System	Derfault constructor
TrainModel ( FeaturePackage fp ) : void	Train the model with a FeaturePackage for a query

Приватные методы

Метод	Описание
Predict ( double instance ) : double	Internal prediction method

Описание методов

MakePrediction() публичный Метод

Publicly make prediction, as a query count (rather than scaled)

public MakePrediction ( double instanceIn ) : double
instanceIn	double
Результат	double

OnlineSGDNonOverlappingLinearRegressionModel() публичный Метод

Derfault constructor

public OnlineSGDNonOverlappingLinearRegressionModel ( int trainingFeatures, int maxNtbSize, int predictionHorizon ) : System
trainingFeatures	int	Number of features to use
maxNtbSize	int
predictionHorizon	int
Результат	System

TrainModel() публичный Метод

Train the model with a FeaturePackage for a query

public TrainModel ( FeaturePackage fp ) : void
fp	FeaturePackage
Результат	void