IMultipleRegression< TInput> Interface

Common interface for multiple regression models. Multiple regression models learn how to produce a set of real values (a real-valued vector) from an input vector x.

Namespace: Accord.MachineLearning
Assembly: Accord (in Accord.dll) Version: 3.8.0

Syntax

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public interface IMultipleRegression<TInput> : IMultipleRegression<TInput, double>, 
	IRegression<TInput, double[]>, ITransform<TInput, double[]>, 
	ICovariantTransform<TInput, double[]>, ITransform, IMultipleRegression<TInput, float>, 
	IRegression<TInput, float[]>, ITransform<TInput, float[]>, 
	ICovariantTransform<TInput, float[]>

Public Interface IMultipleRegression(Of TInput)
	Inherits IMultipleRegression(Of TInput, Double), IRegression(Of TInput, Double()), 
	ITransform(Of TInput, Double()), ICovariantTransform(Of TInput, Double()), 
	ITransform, IMultipleRegression(Of TInput, Single), IRegression(Of TInput, Single()), 
	ITransform(Of TInput, Single()), ICovariantTransform(Of TInput, Single())

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Type Parameters

TInput: The data type for the input data. Default is double[].

The IMultipleRegression< TInput> type exposes the following members.

Properties

	Name	Description
	NumberOfInputs	Gets or sets the number of inputs accepted by the model. (Inherited from ITransform.)
	NumberOfOutputs	Gets or sets the number of outputs generated by the model. (Inherited from ITransform.)

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Methods

	Name	Description
	Regress(TInput)	Computes an output value for a given input. (Inherited from IRegression<TInput, TOutput>.)
	Regress(TInput[])	Computes output values for each vector in the given set of input vectors. (Inherited from IRegression<TInput, TOutput>.)
	Regress(TInput[],TOutput[])	Computes output values for each vector in the given set of input vectors. (Inherited from IRegression<TInput, TOutput>.)
	Transform(TInput)	Applies the transformation to an input, producing an associated output. (Inherited from ICovariantTransform<TInput, TOutput>.)
	Transform(TInput[])	Applies the transformation to a set of input vectors, producing an associated set of output vectors. (Inherited from ICovariantTransform<TInput, TOutput>.)
	Transform(TInput[],TOutput[])	Applies the transformation to a set of input vectors, producing an associated set of output vectors. (Inherited from ITransform<TInput, TOutput>.)

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Reference

Accord.MachineLearning Namespace

IMultipleRegression< AddLanguageSpecificTextSet("LST39A2219_0?cs=&lt;|vb=(Of |cpp=&lt;|fs=&lt;'|nu=(");TInput> AddLanguageSpecificTextSet("LST39A2219_1?cs=&gt;|vb=)|cpp=&gt;|fs=&gt;|nu=)"); Interface

Type Parameters

Reference

IMultipleRegression< TInput> Interface