IterativeReweightedLeastSquaresRun Method (Double, Double, Double)

Note: This API is now obsolete.

Runs one iteration of the Reweighted Least Squares algorithm.

Namespace: Accord.Statistics.Models.Regression.Fitting
Assembly: Accord.Statistics (in Accord.Statistics.dll) Version: 3.8.0

Syntax

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[ObsoleteAttribute("Please use Learn(x, y) instead.")]
public double Run(
	double[][] inputs,
	double[] outputs,
	double[] sampleWeights
)

<ObsoleteAttribute("Please use Learn(x, y) instead.")>
Public Function Run ( 
	inputs As Double()(),
	outputs As Double(),
	sampleWeights As Double()
) As Double

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Parameters

inputs: Type: SystemDouble
The input data.
outputs: Type: SystemDouble
The outputs associated with each input vector.
sampleWeights: Type: SystemDouble
An weight associated with each sample.

Return Value

Type: Double
The maximum relative change in the parameters after the iteration.

Reference

IterativeReweightedLeastSquares Class

Run Overload

Accord.Statistics.Models.Regression.Fitting Namespace