Regression.Integrator.PCR.SelMin.Config-class {EnsemblePCReg} | R Documentation |

## Class `"Regression.Integrator.PCR.SelMin.Config"`

### Description

Configuration class for PCR-base integration, where the number of PC's is selected to minimize the cross-validation error of the integrator.

### Objects from the Class

Objects can be created by calls of the form `new("Regression.Integrator.PCR.SelMin.Config", ...)`

.

### Slots

`partition`

:Object of class `"integer"`

, data partition to use for cross-validation selection of optimal PC's in PCR integration. This can be the output of `generate.partition`

.

`errfun`

:Object of class `"function"`

, error function to use for selecting best number of PC's.

### Extends

Class `"Regression.Integrator.Config"`

, directly.

### Methods

- Regression.Integrator.Fit
`signature(object = "Regression.Integrator.PCR.SelMin.Config")`

: ...

### Author(s)

Mansour T.A. Sharabiani, Alireza S. Mahani

### See Also

`generate.partition`

[Package

*EnsemblePCReg* version 1.1.1

Index]