Regression.Sweep.CV.Fit {EnsemblePenReg}

Function for cross-validation based sweep operation.

Description

Perform the same sweep operation on data partitions and assemble the pieces into a complete set.

Usage

Regression.Sweep.CV.Fit(config, X, y, partition, print.level = 1)

Arguments

config

Object of class Regression.Sweep.Config, determining the configuration of the underlying sweep operations.

X

Matrix of predictors to perform PCR on.

y

Vector of response to use during PCR.

partition

Data partition used for CV sweep, typically the output of generate.partition

print.level

Determining verbosity level during function execution.

Value

An object of class Regression.Sweep.CV.FitObj.

Author(s)

Mansour T.A. Sharabiani, Alireza S. Mahani

See Also

Regression.Sweep.CV.FitObj