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SupportVectorMachineTKernel, TInputCompute Method (TInput, 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: 3.5.0
Syntax
[ObsoleteAttribute("Please use the Decide or Transform methods instead.")]
public virtual int Compute(
	TInput inputs,
	out double output
)
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Parameters

inputs
Type: TInput
An input vector.
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.
Remarks
For a binary decision problem, the decision for the negative or positive class is typically computed by taking the sign of the machine's output.
See Also