IRegressionTInput, TOutput Interface

Common interface for regression models. Regression models learn how to produce a real value (or a set of real values) y from an input vector x.

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

Syntax

public interface IRegression<TInput, TOutput> : ITransform<TInput, TOutput>, 
	ICovariantTransform<TInput, TOutput>, ITransform

Public Interface IRegression(Of TInput, TOutput)
	Inherits ITransform(Of TInput, TOutput), ICovariantTransform(Of TInput, TOutput), 
	ITransform

The IRegressionTInput, TOutput 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.)

Methods

	Name	Description
	Regress(TInput)	Computes an output value for a given input.
	Regress(TInput)	Computes output values for each vector in the given set of input vectors.
	Regress(TInput, TOutput)	Computes output values for each vector in the given set of input vectors.
	Transform(TInput)	Applies the transformation to an input, producing an associated output. (Inherited from ICovariantTransformTInput, TOutput.)
	Transform(TInput)	Applies the transformation to a set of input vectors, producing an associated set of output vectors. (Inherited from ICovariantTransformTInput, TOutput.)
	Transform(TInput, TOutput)	Applies the transformation to a set of input vectors, producing an associated set of output vectors. (Inherited from ITransformTInput, TOutput.)

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