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IMulticlassLikelihoodClassifierTInput Methods |
The IMulticlassLikelihoodClassifierTInput generic type exposes the following members.
Methods| Name | Description | |
|---|---|---|
 | Decide(TInput) |
Computes a class-label decision for a given input.
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| Decide(TInput) |
Computes class-label decisions for each vector in the given input.
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| 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.) |
| LogLikelihood(TInput) |
Predicts a class label vector for the given input vector, returning the
log-likelihood that the input vector belongs to its predicted class.
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| LogLikelihood(TInput) |
Predicts a class label vector for the given input vectors, returning the
log-likelihood that the input vector belongs to its predicted class.
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| LogLikelihood(TInput, Double) |
Predicts a class label vector for the given input vectors, returning the
log-likelihood that the input vector belongs to its predicted class.
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| LogLikelihood(TInput, TClasses) |
Predicts a class label for each input vector, returning the
log-likelihood that each vector belongs to its predicted class.
(Inherited from IMulticlassLikelihoodClassifierBaseTInput, TClasses.) |
| LogLikelihood(TInput, TClasses) |
Predicts a class label vector for the given input vector, returning the
log-likelihood that the input vector belongs to its predicted class.
(Inherited from IMulticlassOutLikelihoodClassifierTInput, TClasses.) |
| LogLikelihood(TInput, Int32) |
Computes the log-likelihood that the given input vector
belongs to the specified classIndex.
(Inherited from IMultilabelLikelihoodClassifierTInput.) |
| LogLikelihood(TInput, Int32) |
Computes the log-likelihood that the given input vectors
belongs to each class specified in classIndex.
(Inherited from IMultilabelLikelihoodClassifierTInput.) |
| LogLikelihood(TInput, Int32) |
Computes the log-likelihood that the given input vectors
belongs to each class specified in classIndex.
(Inherited from IMultilabelLikelihoodClassifierTInput.) |
| LogLikelihood(TInput, TClasses, Double) |
Predicts a class label for each input vector, returning the
log-likelihood that each vector belongs to its predicted class.
(Inherited from IMulticlassLikelihoodClassifierBaseTInput, TClasses.) |
| LogLikelihood(TInput, Int32, Double) |
Computes the log-likelihood that the given input vectors
belongs to each class specified in classIndex.
(Inherited from IMultilabelLikelihoodClassifierTInput.) |
| LogLikelihood(TInput, Int32, Double) |
Computes the log-likelihood that the given input vectors
belongs to each class specified in classIndex.
(Inherited from IMultilabelLikelihoodClassifierTInput.) |
| LogLikelihoods(TInput) |
Computes the log-likelihood that the given input
vector belongs to each of the possible classes.
(Inherited from IMultilabelLikelihoodClassifierTInput.) |
| LogLikelihoods(TInput) |
Computes the log-likelihoods that the given input
vectors belongs to each of the possible classes.
(Inherited from IMultilabelLikelihoodClassifierTInput.) |
| LogLikelihoods(TInput, Double) |
Computes the log-likelihood that the given input
vector belongs to each of the possible classes.
(Inherited from IMultilabelLikelihoodClassifierTInput.) |
| LogLikelihoods(TInput, Double) |
Computes the log-likelihoods that the given input
vectors belongs to each of the possible classes.
(Inherited from IMultilabelLikelihoodClassifierTInput.) |
| LogLikelihoods(TInput, TClasses) |
Predicts a class label vector for each input vector, returning the
log-likelihoods of the input vector belonging to each possible class.
(Inherited from IMultilabelLikelihoodClassifierBaseTInput, TClasses.) |
| LogLikelihoods(TInput, TClasses) |
Predicts a class label vector for the given input vector, returning the
log-likelihoods of the input vector belonging to each possible class.
(Inherited from IMultilabelOutLikelihoodClassifierTInput, TClasses.) |
| LogLikelihoods(TInput, TClasses, Double) |
Predicts a class label vector for each input vector, returning the
log-likelihoods of the input vector belonging to each possible class.
(Inherited from IMultilabelLikelihoodClassifierBaseTInput, TClasses.) |
| LogLikelihoods(TInput, TClasses, Double) |
Predicts a class label vector for the given input vector, returning the
log-likelihoods of the input vector belonging to each possible class.
(Inherited from IMultilabelOutLikelihoodClassifierTInput, TClasses.) |
| Probabilities(TInput) |
Computes the probabilities that the given input
vector belongs to each of the possible classes.
(Inherited from IMultilabelLikelihoodClassifierTInput.) |
| Probabilities(TInput) |
Computes the probabilities that the given input
vectors belongs to each of the possible classes.
(Inherited from IMultilabelLikelihoodClassifierTInput.) |
| Probabilities(TInput, Double) |
Computes the probabilities that the given input
vector belongs to each of the possible classes.
(Inherited from IMultilabelLikelihoodClassifierTInput.) |
| Probabilities(TInput, Double) |
Computes the probabilities that the given input
vectors belongs to each of the possible classes.
(Inherited from IMultilabelLikelihoodClassifierTInput.) |
| Probabilities(TInput, TClasses) |
Predicts a class label vector for each input vector, returning the
probabilities of the input vector belonging to each possible class.
(Inherited from IMultilabelLikelihoodClassifierBaseTInput, TClasses.) |
| Probabilities(TInput, TClasses) |
Predicts a class label vector for the given input vector, returning the
probabilities of the input vector belonging to each possible class.
(Inherited from IMultilabelOutLikelihoodClassifierTInput, TClasses.) |
| Probabilities(TInput, TClasses, Double) |
Predicts a class label vector for each input vector, returning the
probabilities of the input vector belonging to each possible class.
(Inherited from IMultilabelLikelihoodClassifierBaseTInput, TClasses.) |
| Probabilities(TInput, TClasses, Double) |
Predicts a class label vector for the given input vector, returning the
probabilities of the input vector belonging to each possible class.
(Inherited from IMultilabelOutLikelihoodClassifierTInput, TClasses.) |
| Probability(TInput) |
Predicts a class label for the given input vector, returning the
probability that the input vector belongs to its predicted class.
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| Probability(TInput) |
Predicts a class label for the given input vectors, returning the
probability that the input vector belongs to its predicted class.
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| Probability(TInput, Double) |
Predicts a class label for the given input vectors, returning the
probability that the input vector belongs to its predicted class.
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| Probability(TInput, TClasses) |
Predicts a class label for each input vector, returning the
probability that each vector belongs to its predicted class.
(Inherited from IMulticlassLikelihoodClassifierBaseTInput, TClasses.) |
| Probability(TInput, TClasses) |
Predicts a class label for the given input vector, returning the
probability that the input vector belongs to its predicted class.
(Inherited from IMulticlassOutLikelihoodClassifierTInput, TClasses.) |
| Probability(TInput, Int32) |
Computes the probability that the given input vector
belongs to the specified classIndex.
(Inherited from IMultilabelLikelihoodClassifierTInput.) |
| Probability(TInput, Int32) |
Computes the probability that the given input vectors
belongs to each class specified in classIndex.
(Inherited from IMultilabelLikelihoodClassifierTInput.) |
| Probability(TInput, Int32) |
Computes the probability that the given input vectors
belongs to each class specified in classIndex.
(Inherited from IMultilabelLikelihoodClassifierTInput.) |
| Probability(TInput, TClasses, Double) |
Predicts a class label for each input vector, returning the
probability that each vector belongs to its predicted class.
(Inherited from IMulticlassLikelihoodClassifierBaseTInput, TClasses.) |
| Probability(TInput, Int32, Double) |
Computes the probability that the given input vectors
belongs to each class specified in classIndex.
(Inherited from IMultilabelLikelihoodClassifierTInput.) |
| Probability(TInput, Int32, Double) |
Computes the probability that the given input vectors
belongs to each class specified in classIndex.
(Inherited from IMultilabelLikelihoodClassifierTInput.) |
| Score(TInput) |
Computes a numerical score measuring the association between
the given input vector and its most strongly
associated class (as predicted by the classifier).
(Inherited from IMulticlassScoreClassifierTInput.) |
| Score(TInput) |
Computes a numerical score measuring the association between
each of the given input vectors and their
respective most strongly associated classes.
(Inherited from IMulticlassScoreClassifierTInput.) |
| Score(TInput, TClasses) |
Predicts a class label for the input vector, returning a
numerical score measuring the strength of association of the
input vector to its most strongly related class.
(Inherited from IMulticlassOutScoreClassifierTInput, TClasses.) |
| Score(TInput, Double) |
Computes a numerical score measuring the association between
each of the given input vectors and their
respective most strongly associated classes.
(Inherited from IMulticlassScoreClassifierTInput.) |
| Score(TInput, TClasses) |
Predicts a class label for each input vector, returning a
numerical score measuring the strength of association of the
input vector to the most strongly related class.
(Inherited from IMulticlassScoreClassifierBaseTInput, TClasses.) |
| Score(TInput, Int32) |
Computes a numerical score measuring the association between
the given input vector and a given
classIndex.
(Inherited from IMultilabelScoreClassifierTInput.) |
| Score(TInput, Int32) |
Computes a numerical score measuring the association between
each of the given input vectors and the
given classIndex.
(Inherited from IMultilabelScoreClassifierTInput.) |
| Score(TInput, Int32) |
Computes a numerical score measuring the association between
each of the given input vectors and the
given classIndex.
(Inherited from IMultilabelScoreClassifierTInput.) |
| Score(TInput, TClasses, Double) |
Predicts a class label for each input vector, returning a
numerical score measuring the strength of association of the
input vector to the most strongly related class.
(Inherited from IMulticlassScoreClassifierBaseTInput, TClasses.) |
| Score(TInput, Int32, Double) |
Computes a numerical score measuring the association between
each of the given input vectors and the
given classIndex.
(Inherited from IMultilabelScoreClassifierTInput.) |
| Score(TInput, Int32, Double) |
Computes a numerical score measuring the association between
each of the given input vectors and the
given classIndex.
(Inherited from IMultilabelScoreClassifierTInput.) |
| Scores(TInput) |
Computes a numerical score measuring the association between
the given input vector and each class.
(Inherited from IMultilabelScoreClassifierTInput.) |
| Scores(TInput) |
Computes a numerical score measuring the association between
each of the given input vectors and each
possible class.
(Inherited from IMultilabelScoreClassifierTInput.) |
| 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, Double) |
Computes a numerical score measuring the association between
the given input vector and each class.
(Inherited from IMultilabelScoreClassifierTInput.) |
| Scores(TInput, Double) |
Computes a numerical score measuring the association between
each of the given input vectors and each
possible class.
(Inherited from IMultilabelScoreClassifierTInput.) |
| 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 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.) |
| ToMulticlass |
Views this instance as a multi-class score-based classifier.
(Inherited from IMultilabelScoreClassifierTInput.) |
| ToMultilabel |
Views this instance as a multi-label generative classifier,
giving access to more advanced methods, such as the prediction
of one-hot vectors.
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| 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.) |
See Also