RetroSearch Browse

Home - News ( United States | United Kingdom | Italy | Germany ) - Football scores

Showing content from http://accord-framework.net/docs/html/T_Accord_MachineLearning_IMulticlassClassifier_1.htm below:

IMulticlassClassifierTInput Interface

Common interface for multi-class models. Classification models learn how to produce a class-label y from an input vector x.

Namespace: Accord.MachineLearning
Assembly:

Accord (in Accord.dll) Version: 3.8.0

Syntax

public interface IMulticlassClassifier<in TInput> : IMultilabelClassifier<TInput>, 
	IMultilabelClassifier<TInput, int[]>, IClassifier<TInput, int[]>, 
	IClassifier, ITransform<TInput, int[]>, ICovariantTransform<TInput, int[]>, 
	ITransform, IMultilabelClassifier<TInput, bool[]>, IClassifier<TInput, bool[]>, 
	ITransform<TInput, bool[]>, ICovariantTransform<TInput, bool[]>, 
	IMultilabelClassifier<TInput, double[]>, IClassifier<TInput, double[]>, 
	ITransform<TInput, double[]>, ICovariantTransform<TInput, double[]>, 
	IMulticlassClassifier<TInput, int>, IClassifier<TInput, int>, ITransform<TInput, int>, 
	ICovariantTransform<TInput, int>, IMulticlassClassifier<TInput, double>, 
	IClassifier<TInput, double>, ITransform<TInput, double>, 
	ICovariantTransform<TInput, double>

Public Interface IMulticlassClassifier(Of In TInput)
	Inherits IMultilabelClassifier(Of TInput), IMultilabelClassifier(Of TInput, Integer()), 
	IClassifier(Of TInput, Integer()), IClassifier, ITransform(Of TInput, Integer()), 
	ICovariantTransform(Of TInput, Integer()), ITransform, IMultilabelClassifier(Of TInput, Boolean()), 
	IClassifier(Of TInput, Boolean()), ITransform(Of TInput, Boolean()), 
	ICovariantTransform(Of TInput, Boolean()), IMultilabelClassifier(Of TInput, Double()), 
	IClassifier(Of TInput, Double()), ITransform(Of TInput, Double()), 
	ICovariantTransform(Of TInput, Double()), IMulticlassClassifier(Of TInput, Integer), 
	IClassifier(Of TInput, Integer), ITransform(Of TInput, Integer), 
	ICovariantTransform(Of TInput, Integer), IMulticlassClassifier(Of TInput, Double), 
	IClassifier(Of TInput, Double), ITransform(Of TInput, Double), 
	ICovariantTransform(Of TInput, Double)

Request Example View Source Type Parameters

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

The IMulticlassClassifierTInput type exposes the following members.

Properties 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.

(Inherited from IClassifierTInput, TClasses.) Decide(TInput, TClasses)

Computes class-label decisions for the given input.

(Inherited from IMultilabelClassifierTInput, TClasses.) ToMultilabel

Views this instance as a multi-label classifier, giving access to more advanced methods, such as the prediction of one-hot 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.) Top See Also

RetroSearch is an open source project built by @garambo | Open a GitHub Issue

Search and Browse the WWW like it's 1997 | Search results from DuckDuckGo

HTML: 3.2 | Encoding: UTF-8 | Version: 0.7.4