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Accord.NET (logo) MulticlassSupportVectorMachineCompute Method (Double, MulticlassComputeMethod, Double, Double)

Note: This API is now obsolete.

Computes the given input to produce the corresponding output.

Namespace:  Accord.MachineLearning.VectorMachines
Assembly:  Accord.MachineLearning (in Accord.MachineLearning.dll) Version: 3.4.0
Syntax
[ObsoleteAttribute("Please use the Decide, Distance or Probability methods")]
public int Compute(
	double[] inputs,
	MulticlassComputeMethod method,
	out double[] responses,
	out double output
)
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Parameters

inputs
Type: SystemDouble
An input vector.
method
Type: Accord.MachineLearning.VectorMachinesMulticlassComputeMethod
The multi-class classification method to use.
responses
Type: SystemDouble
The model response for each class.
output
Type: SystemDouble
The output of the machine. If this is a probabilistic machine, the output is the probability of the positive class. If this is a standard machine, the output is the distance to the decision hyperplane in feature space.

Return Value

Type: Int32
The decision label for the given input.
See Also