SequentialMinimalOptimizationLearn Method (Double, Int32, Double)

Learns a model that can map the given inputs to the given outputs.

Namespace: Accord.MachineLearning.VectorMachines.Learning
Assembly: Accord.MachineLearning (in Accord.MachineLearning.dll) Version: 3.8.0

Syntax

public SupportVectorMachine Learn(
	double[][] x,
	int[][] y,
	double[] weights = null
)

Public Function Learn ( 
	x As Double()(),
	y As Integer()(),
	Optional weights As Double() = Nothing
) As SupportVectorMachine

x: Type: SystemDouble
The model inputs.
y: Type: SystemInt32
The desired outputs associated with each x.
weights (Optional): Type: SystemDouble
The weight of importance for each input-output pair (if supported by the learning algorithm).

Type: SupportVectorMachine
A model that has learned how to produce y given x.