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SparsePlsDa(DoubleMatrix, Factor, Int32, Int32, Int32, Double) Constructor

Constructs a SparsePlsDa for the given data and options.

Namespace: CenterSpace.NMath.Core
Assembly: NMath (in NMath.dll) Version: 7.4
Syntax
public SparsePlsDa(
	DoubleMatrix X,
	Factor yFactor,
	int numComponents,
	int[] keepX = null,
	int maxIterations = 500,
	double tolerance = 1E-06
)

Parameters

X  DoubleMatrix
Matrix of predictor values.
yFactor  Factor
Categorical response values.
numComponents  Int32
The number of components to include in the model.
keepX  Int32  (Optional)
Vector with length equal to the number of components, the number of variables to keep in the X loadings for each component. The default is to keep all variables.
maxIterations  Int32  (Optional)
Maximum number of iterations. Default is 500.
tolerance  Double  (Optional)
The tolerance used in the iterative algorithm. Default is 1e-6.
See Also