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Accord.NET (logo) MulticlassSupportVectorMachine Properties

The MulticlassSupportVectorMachine type exposes the following members.

Properties
  NameDescription
Public propertyClasses Obsolete.
Gets the number of classes.
Public propertyCount
Gets the number of inner binary classification models used by this instance. It should correspond to (c * (c - 1)) / 2 where c is the number of classes.
(Inherited from OneVsOneTBinary, TInput.)
Protected propertyIndices
Gets the pair of class indices handled by each inner binary classification model.
(Inherited from OneVsOneTBinary, TInput.)
Public propertyInputs Obsolete.
Gets the number of inputs of the machines.
Public propertyIsProbabilistic
Gets whether this machine has been calibrated to produce probabilistic outputs (through the Probability(TInput) and Probabilities(TInput) methods).
Public propertyItemInt32
Gets a inner binary classification model inside this OneVsOneTBinary classifier, together with the pair of classes that it has been designed to distinguish.
(Inherited from OneVsOneTBinary, TInput.)
Public propertyItemInt32, Int32
Gets or sets the inner binary classification model used to distinguish between the given pair of classes.
(Inherited from OneVsOneTBinary, TInput.)
Public propertyKernel
Gets or sets the kernel function used in all machines at once.
(Inherited from MulticlassSupportVectorMachineTModel, TKernel, TInput.)
Protected propertyLastDecisionPath
Gets the last decision path without cloning.
(Inherited from OneVsOneTBinary, TInput.)
Public propertyMachines Obsolete.
Gets the subproblems classifiers.
Public propertyMachinesCount Obsolete.
Gets the total number of machines in this multi-class classifier.
Public propertyMethod
Gets or sets the multi-class classification method to be used when deciding for the class of a given input vector. Default is Elimination.
(Inherited from OneVsOneTBinary, TInput.)
Public propertyModels
Gets the inner binary classification models.
(Inherited from OneVsOneTBinary, TInput.)
Public propertyNumberOfInputs
Gets the number of inputs accepted by the model.
(Inherited from TransformBaseTInput, TOutput.)
Public propertyNumberOfOutputs
Gets the number of outputs generated by the model.
(Inherited from TransformBaseTInput, TOutput.)
Public propertyParallelOptions
Gets or sets the parallelization options for this algorithm.
(Inherited from OneVsOneTBinary, TInput.)
Public propertySupportVectorCount
Gets the total number of support vectors in the entire multi-class machine.
(Inherited from MulticlassSupportVectorMachineTModel, TKernel, TInput.)
Public propertySupportVectorSharedCount
Gets the number of shared support vectors in the multi-class machine.
(Inherited from MulticlassSupportVectorMachineTModel, TKernel, TInput.)
Public propertySupportVectorUniqueCount
Gets the number of unique support vectors in the multi-class machine.
(Inherited from MulticlassSupportVectorMachineTModel, TKernel, TInput.)
Public propertyToken
Gets or sets a cancellation token that can be used to cancel the algorithm while it is running.
(Inherited from OneVsOneTBinary, TInput.)
Public propertyTrack
Gets or sets whether to track the decision path associated with each decision. The track will be available through the GetLastDecisionPath method. Default is true.
(Inherited from OneVsOneTBinary, TInput.)
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