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Showing content from http://accord-framework.net/docs/html/T_Accord_MachineLearning_IBinaryClassifier_1.htm below:

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.

Accord (in Accord.dll) Version: 3.8.0

public interface IBinaryClassifier<in TInput> : IMulticlassClassifier<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>, IClassifier<TInput, bool>, 
	ITransform<TInput, bool>, ICovariantTransform<TInput, bool>

Public Interface IBinaryClassifier(Of In TInput)
	Inherits IMulticlassClassifier(Of TInput), 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), 
	IClassifier(Of TInput, Boolean), ITransform(Of TInput, Boolean), 
	ICovariantTransform(Of TInput, Boolean)

TInput

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

The IBinaryClassifierTInput type exposes the following members.

Computes a class-label decision for a given input.

Computes class-label decisions for each vector in the given input.

Computes class-label decisions for each vector in the given input.

Computes class-label decisions for the given input.

Views this instance as a multi-class classifier, giving access to more advanced methods, such as the prediction of integer labels.

Views this instance as a multi-class classifier, giving access to more advanced methods, such as the prediction of integer labels.

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

Applies the transformation to an input, producing an associated output.

Applies the transformation to a set of input vectors, producing an associated set of output vectors.

Applies the transformation to a set of input vectors, producing an associated set of output vectors.

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