| PLS2CrossValidationDoCrossValidation(DoubleMatrix, DoubleMatrix, IPLS2Calc, Int32) Method |
Performs cross validation on the given data using the given calculator and
number of components.
Namespace: CenterSpace.NMath.CoreAssembly: NMath (in NMath.dll) Version: 7.4
Syntax public virtual void DoCrossValidation(
DoubleMatrix X,
DoubleMatrix Y,
IPLS2Calc calculator,
int numComponents
)
Public Overridable Sub DoCrossValidation (
X As DoubleMatrix,
Y As DoubleMatrix,
calculator As IPLS2Calc,
numComponents As Integer
)
public:
virtual void DoCrossValidation(
DoubleMatrix^ X,
DoubleMatrix^ Y,
IPLS2Calc^ calculator,
int numComponents
)
abstract DoCrossValidation :
X : DoubleMatrix *
Y : DoubleMatrix *
calculator : IPLS2Calc *
numComponents : int -> unit
override DoCrossValidation :
X : DoubleMatrix *
Y : DoubleMatrix *
calculator : IPLS2Calc *
numComponents : int -> unit
Parameters
- X DoubleMatrix
- Predictor data. Matrix is number of samples rows by number
of independent variables columns.
- Y DoubleMatrix
- Response data. Matrix is number of samples rows by number
of dependent variables columns.
- calculator IPLS2Calc
- PLS2 calculator.
- numComponents Int32
- Subset generator to generate the training and
testing subsets.
See Also