Partial Least Squares Model.Root Mean Press Method
Returns the square root of the mean of the
Predicted REsidual Sum of Squares (PRESS)
value for the specified test features and targets.
Definition
Namespace: Numerics.NET.Statistics.Multivariate
Assembly: Numerics.NET (in Numerics.NET.dll) Version: 9.0.4
C#
The square root of the mean of the PRESS value for each dependent variable.
Assembly: Numerics.NET (in Numerics.NET.dll) Version: 9.0.4
public double RootMeanPress(
Matrix<double> features,
Matrix<double> targets
)
Parameters
- features Matrix<Double>
- A matrix that contains the independent variables.
- targets Matrix<Double>
- A matrix that contains the dependent variables.
Return Value
DoubleThe square root of the mean of the PRESS value for each dependent variable.