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IMultilabelScoreClassifier< TInput, TClasses> Interface |
Namespace: Accord.MachineLearning
public interface IMultilabelScoreClassifier<TInput, TClasses> : IMultilabelOutScoreClassifier<TInput, TClasses>, IMultilabelScoreClassifierBase<TInput, TClasses>, IMultilabelRefScoreClassifier<TInput, TClasses[]>, IMultilabelScoreClassifierBase<TInput, TClasses[]>, IClassifier<TInput, TClasses>, IClassifier, ITransform<TInput, TClasses>, ICovariantTransform<TInput, TClasses>, ITransform
The IMultilabelScoreClassifier< TInput, TClasses> type exposes the following members.
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.) |
Name | Description | |
---|---|---|
![]() | Decide(TInput) |
Computes a class-label decision for a given input.
(Inherited from IClassifier<TInput, TClasses>.) |
![]() | Decide(TInput[]) |
Computes class-label decisions for each vector in the given input.
(Inherited from IClassifier<TInput, TClasses>.) |
![]() | Decide(TInput[],TClasses[]) |
Computes class-label decisions for each vector in the given input.
(Inherited from IClassifier<TInput, TClasses>.) |
![]() | Scores(TInput, TClasses) |
Predicts a class label vector for the given input vector, returning a
numerical score measuring the strength of association of the input vector
to each of the possible classes.
(Inherited from IMultilabelOutScoreClassifier<TInput, TClasses>.) |
![]() | Scores(TInput, TClasses) |
Predicts a class label vector for the given input vector, returning a
numerical score measuring the strength of association of the input vector
to each of the possible classes.
(Inherited from IMultilabelRefScoreClassifier<TInput, TClasses>.) |
![]() | Scores(TInput[],TClasses[]) |
Predicts a class label vector for each input vector, returning a
numerical score measuring the strength of association of the input vector
to each of the possible classes.
(Inherited from IMultilabelScoreClassifierBase<TInput, TClasses>.) |
![]() | Scores(TInput, TClasses,Double[]) |
Predicts a class label vector for the given input vector, returning a
numerical score measuring the strength of association of the input vector
to each of the possible classes.
(Inherited from IMultilabelOutScoreClassifier<TInput, TClasses>.) |
![]() | Scores(TInput, TClasses,Double[]) |
Predicts a class label vector for the given input vector, returning a
numerical score measuring the strength of association of the input vector
to each of the possible classes.
(Inherited from IMultilabelRefScoreClassifier<TInput, TClasses>.) |
![]() | Scores(TInput[],TClasses[],Double[][]) |
Predicts a class label vector for each input vector, returning a
numerical score measuring the strength of association of the input vector
to each of the possible classes.
(Inherited from IMultilabelScoreClassifierBase<TInput, TClasses>.) |
![]() | 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>.) |