IMultilabelScoreClassifierTInput, 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 IMultilabelScoreClassifierTInput, 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 IClassifierTInput, TClasses.) | |
Decide(TInput) |
Computes class-label decisions for each vector in the given input.
(Inherited from IClassifierTInput, TClasses.) | |
Decide(TInput, TClasses) |
Computes class-label decisions for each vector in the given input.
(Inherited from IClassifierTInput, 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 IMultilabelOutScoreClassifierTInput, 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 IMultilabelRefScoreClassifierTInput, 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 IMultilabelScoreClassifierBaseTInput, 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 IMultilabelOutScoreClassifierTInput, 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 IMultilabelRefScoreClassifierTInput, 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 IMultilabelScoreClassifierBaseTInput, TClasses.) | |
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.) |