MulticlassSupportVectorMachineTModel, TKernel, TInput Properties |
The MulticlassSupportVectorMachineTModel, TKernel, TInput generic type exposes the following members.
Name | Description | |
---|---|---|
Count |
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.) | |
Indices |
Gets the pair of class indices handled by each inner binary classification model.
(Inherited from OneVsOneTBinary, TInput.) | |
ItemInt32 |
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.) | |
ItemInt32, Int32 |
Gets or sets the inner binary classification model used
to distinguish between the given pair of classes.
(Inherited from OneVsOneTBinary, TInput.) | |
Kernel |
Gets or sets the kernel function used in all machines at once.
| |
LastDecisionPath |
Gets the last decision path without cloning.
(Inherited from OneVsOneTBinary, TInput.) | |
Method |
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.) | |
Models |
Gets the inner binary classification models.
(Inherited from OneVsOneTBinary, TInput.) | |
NumberOfClasses |
Gets the number of classes expected and recognized by the classifier.
(Inherited from ClassifierBaseTInput, TClasses.) | |
NumberOfInputs |
Gets the number of inputs accepted by the model.
(Inherited from TransformBaseTInput, TOutput.) | |
NumberOfOutputs |
Gets the number of outputs generated by the model.
(Inherited from TransformBaseTInput, TOutput.) | |
ParallelOptions |
Gets or sets the parallelization options for this algorithm.
(Inherited from OneVsOneTBinary, TInput.) | |
SupportVectorCache |
Gets or sets the minimum number of shared support vectors that a
machine should have for kernel evaluation caching to be enabled.
Default is 64.
| |
SupportVectorCount |
Gets the total number of support vectors
in the entire multi-class machine.
| |
SupportVectorSharedCount |
Gets the number of shared support
vectors in the multi-class machine.
| |
SupportVectorUniqueCount |
Gets the number of unique support
vectors in the multi-class machine.
| |
Token |
Gets or sets a cancellation token that can be used
to cancel the algorithm while it is running.
(Inherited from OneVsOneTBinary, TInput.) | |
Track |
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.) |