IClassifierTInput, TClasses Interface

Common interface for classification models. Classification models learn how to produce a class-label (or a set of class labels) y from an input vector x.

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

Syntax

Copy

public interface IClassifier<in TInput, TClasses> : IClassifier, 
	ITransform<TInput, TClasses>, ICovariantTransform<TInput, TClasses>, 
	ITransform

Public Interface IClassifier(Of In TInput, TClasses)
	Inherits IClassifier, ITransform(Of TInput, TClasses), 
	ICovariantTransform(Of TInput, TClasses), ITransform

Request Example View Source

Type Parameters

TInput: The data type for the input data. Default is double[].
TClasses: The data type for the class labels. Default is int.

The IClassifierTInput, TClasses type exposes the following members.

Properties

	Name	Description
	NumberOfClasses	Gets or sets the number of classes expected and recognized by the classifier. (Inherited from IClassifier.)
	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.)

Top

Methods

	Name	Description
	Decide(TInput)	Computes a class-label decision for a given input.
	Decide(TInput)	Computes class-label decisions for each vector in the given input.
	Decide(TInput, TClasses)	Computes class-label decisions for each vector in the given input.
	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.)

Top

Reference

Accord.MachineLearning Namespace

IClassifierAddLanguageSpecificTextSet("LST289F2306_0?cs=&lt;|vb=(Of |cpp=&lt;|fs=&lt;'|nu=(");TInput, TClassesAddLanguageSpecificTextSet("LST289F2306_1?cs=&gt;|vb=)|cpp=&gt;|fs=&gt;|nu=)"); Interface

Type Parameters

Reference

IClassifierTInput, TClasses Interface