computeLoocvFits: Function to compute the fitted values from Leave One Out...
In SWS-Methodology/faoswsImputation: Package to perform ensemble imputation for various FAO domains
Description
Usage
Arguments
Value
Description
Function to compute the fitted values from Leave One Out Cross Validation
Usage
1
computeLoocvFits(data, cvGroup, imputationParameters)
Arguments
data
A data.table containing the data.
cvGroup
A vector of the same length as nrow(data). Entries of the
vector should be integers from 1 to the number of cross-validation groups
(typically 10). This should be randomly assigned, and is usually created
by ensembleImpute.
imputationParameters
A list of the parameters for the imputation
algorithms. See defaultImputationParameters() for a starting point.
Value
A list of the same length as ensembleModels which contains the
fitted values corresponding to the loocv procedure. The ith element of the
list corresponds to the fitting of the ith element of ensembleModels.
SWS-Methodology/faoswsImputation documentation built on May 9, 2019, 11:48 a.m.
R Package Documentation
Browse R Packages
We want your feedback!
Note that we can't provide technical support on individual packages. You should contact the package authors for that.
Description Usage Arguments Value
Description
Function to compute the fitted values from Leave One Out Cross Validation
Usage
1 | computeLoocvFits(data, cvGroup, imputationParameters)
|
Arguments
data |
A data.table containing the data. |
cvGroup |
A vector of the same length as nrow(data). Entries of the vector should be integers from 1 to the number of cross-validation groups (typically 10). This should be randomly assigned, and is usually created by ensembleImpute. |
imputationParameters |
A list of the parameters for the imputation algorithms. See defaultImputationParameters() for a starting point. |
Value
A list of the same length as ensembleModels which contains the fitted values corresponding to the loocv procedure. The ith element of the list corresponds to the fitting of the ith element of ensembleModels.
R Package Documentation
Browse R Packages
We want your feedback!
Note that we can't provide technical support on individual packages. You should contact the package authors for that.
Embedding an R snippet on your website
Add the following code to your website.
For more information on customizing the embed code, read Embedding Snippets.