MultilabelSupportVectorMachine Class (original) (raw)

Name

Description

Compress

If the inner machines have a linear kernel, compresses their support vectors into a single parameter vector for each machine.

(Inherited from MultilabelSupportVectorMachineTModel, TKernel, TInput.)

Compute(Double)

Obsolete.

Computes the given input to produce the corresponding outputs.

Compute(Double, Double)

Obsolete.

Computes the given input to produce the corresponding output.

Compute(Double, Double)

Obsolete.

Computes the given input to produce the corresponding outputs.

Decide(TInput)

Computes class-label decisions for a given set of input vectors.

(Inherited from ClassifierBaseTInput, TClasses.)

Decide(TInput)

Computes a class-label decision for a given input.

(Inherited from MultilabelClassifierBaseTInput.)

Decide(TInput, TClasses)

Computes a class-label decision for a given input.

(Inherited from ClassifierBaseTInput, TClasses.)

Decide(TInput, Double)

Computes class-label decisions for the given input.

(Inherited from MultilabelClassifierBaseTInput.)

Decide(TInput, Int32)

Computes class-label decisions for the given input.

(Inherited from MultilabelClassifierBaseTInput.)

Decide(TInput, Double)

Computes a class-label decision for a given input.

(Inherited from MultilabelClassifierBaseTInput.)

Decide(TInput, Int32)

Computes a class-label decision for a given input.

(Inherited from MultilabelClassifierBaseTInput.)

Decide(TInput, Double)

Computes a class-label decision for a given input.

(Inherited from MultilabelScoreClassifierBaseTInput.)

Decide(TInput, Boolean)

Computes class-label decisions for the given input.

(Inherited from MultilabelSupportVectorMachineTModel, TKernel, TInput.)

Decide(TInput, Int32)

Computes whether a class label applies to an input vector.

(Inherited from MultilabelSupportVectorMachineTModel, TKernel, TInput.)

Decide(TInput, Int32)

Computes a class-label decision for a given input.

(Inherited from MultilabelSupportVectorMachineTModel, TKernel, TInput.)

Dispose

Performs application-defined tasks associated with freeing, releasing, or resetting unmanaged resources.

(Inherited from MultilabelSupportVectorMachineTModel, TKernel, TInput.)

Dispose(Boolean)

Releases unmanaged and - optionally - managed resources

(Inherited from MultilabelSupportVectorMachineTModel, TKernel, TInput.)

Equals

Determines whether the specified object is equal to the current object.

(Inherited from Object.)

Finalize

Allows an object to try to free resources and perform other cleanup operations before it is reclaimed by garbage collection.

(Inherited from Object.)

GetClassifierForClass

Gets the binary classifier for particular class index.

(Inherited from OneVsRestTModel, TInput.)

GetEnumerator

Returns an enumerator that iterates through the collection.

(Inherited from OneVsRestTModel, TInput.)

GetHashCode

Serves as the default hash function.

(Inherited from Object.)

GetLastKernelEvaluations

Gets the total kernel evaluations performed in the last call to Decide(TInput) and similar functions in the current thread.

(Inherited from MultilabelSupportVectorMachineTModel, TKernel, TInput.)

GetLastKernelHits

Gets the number of cache hits during in the last call to Decide(TInput) and similar functions in the current thread.

(Inherited from MultilabelSupportVectorMachineTModel, TKernel, TInput.)

GetType

Gets the Type of the current instance.

(Inherited from Object.)

Load(Stream)

Obsolete.

Loads a machine from a stream.

Load(String)

Obsolete.

Loads a machine from a file.

LogLikelihood(TInput, Int32)

Computes the log-likelihood that the given input vector belongs to the specified classIndex.

(Inherited from MultilabelLikelihoodClassifierBaseTInput.)

LogLikelihood(TInput, Int32)

Computes the log-likelihood that the given input vector belongs to the specified classIndex.

(Inherited from MultilabelLikelihoodClassifierBaseTInput.)

LogLikelihood(TInput, Int32)

Computes the log-likelihood that the given input vector belongs to the specified classIndex.

(Inherited from MultilabelLikelihoodClassifierBaseTInput.)

LogLikelihood(TInput, Int32, Double)

Computes the log-likelihood that the given input vector belongs to the specified classIndex.

(Inherited from MultilabelLikelihoodClassifierBaseTInput.)

LogLikelihood(TInput, Int32, Double)

Computes the log-likelihood that the given input vector belongs to the specified classIndex.

(Inherited from MultilabelLikelihoodClassifierBaseTInput.)

LogLikelihood(TInput, Int32, Boolean)

Computes a log-likelihood measuring the association between the given input vector and a givenclassIndex.

(Inherited from OneVsRestTModel, TInput.)

LogLikelihoods(TInput)

Computes the log-likelihood that the given input vector belongs to each of the possible classes.

(Inherited from MultilabelLikelihoodClassifierBaseTInput.)

LogLikelihoods(TInput)

Computes the log-likelihood that the given input vector belongs to each of the possible classes.

(Inherited from MultilabelLikelihoodClassifierBaseTInput.)

LogLikelihoods(TInput, 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 MultilabelLikelihoodClassifierBaseTInput.)

LogLikelihoods(TInput, Double)

Computes the log-likelihood that the given input vector belongs to each of the possible classes.

(Inherited from MultilabelLikelihoodClassifierBaseTInput.)

LogLikelihoods(TInput, 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 MultilabelLikelihoodClassifierBaseTInput.)

LogLikelihoods(TInput, Double)

Computes the log-likelihood that the given input vector belongs to each of the possible classes.

(Inherited from MultilabelLikelihoodClassifierBaseTInput.)

LogLikelihoods(TInput, Boolean, 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 MultilabelLikelihoodClassifierBaseTInput.)

LogLikelihoods(TInput, Double, 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 MultilabelLikelihoodClassifierBaseTInput.)

LogLikelihoods(TInput, Boolean, 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 MultilabelSupportVectorMachineTModel, TKernel, TInput.)

MemberwiseClone

Creates a shallow copy of the current Object.

(Inherited from Object.)

Probabilities(TInput)

Computes the probabilities that the given input vector belongs to each of the possible classes.

(Inherited from MultilabelLikelihoodClassifierBaseTInput.)

Probabilities(TInput)

Computes the probabilities that the given input vector belongs to each of the possible classes.

(Inherited from MultilabelLikelihoodClassifierBaseTInput.)

Probabilities(TInput, 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 MultilabelLikelihoodClassifierBaseTInput.)

Probabilities(TInput, Double)

Computes the probabilities that the given input vector belongs to each of the possible classes.

(Inherited from MultilabelLikelihoodClassifierBaseTInput.)

Probabilities(TInput, Double)

Predicts a class label vector for each input vector, returning the probabilities of the input vector belonging to each possible class.

(Inherited from MultilabelLikelihoodClassifierBaseTInput.)

Probabilities(TInput, Double)

Computes the probabilities that the given input vector belongs to each of the possible classes.

(Inherited from MultilabelLikelihoodClassifierBaseTInput.)

Probabilities(TInput, Boolean, 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 MultilabelLikelihoodClassifierBaseTInput.)

Probabilities(TInput, Double, Double)

Predicts a class label vector for each input vector, returning the probabilities of the input vector belonging to each possible class.

(Inherited from MultilabelLikelihoodClassifierBaseTInput.)

Probabilities(TInput, Boolean, 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 MultilabelSupportVectorMachineTModel, TKernel, TInput.)

Probability(TInput, Int32)

Computes the probability that the given input vector belongs to the specified classIndex.

(Inherited from MultilabelLikelihoodClassifierBaseTInput.)

Probability(TInput, Int32)

Computes the probability that the given input vector belongs to the specified classIndex.

(Inherited from MultilabelLikelihoodClassifierBaseTInput.)

Probability(TInput, Int32)

Computes the probability that the given input vector belongs to the specified classIndex.

(Inherited from MultilabelLikelihoodClassifierBaseTInput.)

Probability(TInput, Int32, Double)

Computes the probability that the given input vector belongs to the specified classIndex.

(Inherited from MultilabelLikelihoodClassifierBaseTInput.)

Probability(TInput, Int32, Double)

Computes the probability that the given input vector belongs to the specified classIndex.

(Inherited from MultilabelLikelihoodClassifierBaseTInput.)

Reset

Resets the cache and machine statistics so they can be recomputed on next evaluation.

(Inherited from MultilabelSupportVectorMachineTModel, TKernel, TInput.)

Save(Stream)

Obsolete.

Saves the machine to a stream.

Save(String)

Obsolete.

Saves the machine to a file.

Score(TInput, Int32)

Computes a numerical score measuring the association between the given input vector and a givenclassIndex.

(Inherited from MultilabelScoreClassifierBaseTInput.)

Score(TInput, Int32)

Computes a numerical score measuring the association between the given input vector and a givenclassIndex.

(Inherited from MultilabelScoreClassifierBaseTInput.)

Score(TInput, Int32)

Computes a numerical score measuring the association between the given input vector and a givenclassIndex.

(Inherited from MultilabelSupportVectorMachineTModel, TKernel, TInput.)

Score(TInput, Int32, Double)

Computes a numerical score measuring the association between the given input vector and a givenclassIndex.

(Inherited from MultilabelScoreClassifierBaseTInput.)

Score(TInput, Int32, Double)

Computes a numerical score measuring the association between the given input vector and a givenclassIndex.

(Inherited from MultilabelScoreClassifierBaseTInput.)

Score(TInput, Int32, Boolean)

Computes a numerical score measuring the association between the given input vector and a givenclassIndex.

(Inherited from OneVsRestTModel, TInput.)

Scores(TInput)

Computes a numerical score measuring the association between the given input vector and each class.

(Inherited from MultilabelScoreClassifierBaseTInput.)

Scores(TInput)

Computes a numerical score measuring the association between the given input vector and each class.

(Inherited from MultilabelScoreClassifierBaseTInput.)

Scores(TInput, Boolean)

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 MultilabelScoreClassifierBaseTInput.)

Scores(TInput, Double)

Computes a numerical score measuring the association between the given input vector and each class.

(Inherited from MultilabelScoreClassifierBaseTInput.)

Scores(TInput, Double)

Computes a numerical score measuring the association between the given input vector and each class.

(Inherited from MultilabelScoreClassifierBaseTInput.)

Scores(TInput, Int32)

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 MultilabelScoreClassifierBaseTInput.)

Scores(TInput, Boolean, 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 MultilabelScoreClassifierBaseTInput.)

Scores(TInput, Boolean, 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 MultilabelScoreClassifierBaseTInput.)

Scores(TInput, Boolean, 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 MultilabelSupportVectorMachineTModel, TKernel, TInput.)

ToMulticlass

Views this instance as a multi-class generative classifier.

(Inherited from MultilabelLikelihoodClassifierBaseTInput.)

ToString

Returns a string that represents the current object.

(Inherited from Object.)

Transform(TInput)

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

(Inherited from ClassifierBaseTInput, TClasses.)

Transform(TInput)

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

(Inherited from TransformBaseTInput, TOutput.)

Transform(TInput, Boolean)

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

(Inherited from MultilabelClassifierBaseTInput.)

Transform(TInput, Int32)

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

(Inherited from MultilabelClassifierBaseTInput.)

Transform(TInput, Boolean)

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

(Inherited from MultilabelClassifierBaseTInput.)

Transform(TInput, Int32)

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

(Inherited from MultilabelClassifierBaseTInput.)

Transform(TInput, Double)

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

(Inherited from MultilabelLikelihoodClassifierBaseTInput.)

Transform(TInput, Double)

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

(Inherited from MultilabelLikelihoodClassifierBaseTInput.)

Transform(TInput, Double)

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

(Inherited from MultilabelScoreClassifierBaseTInput.)

Transform(TInput, Int32)

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

(Inherited from MultilabelScoreClassifierBaseTInput.)