crossVal: Cross Validation
In OakleyJ/MUCM: Gaussian process emulator methods based on the MUCM toolkit
Description
Usage
Arguments
Value
Note
Author(s)
Description
Leave-one-out cross validation
Usage
1
Arguments
fit
Object of class emulatorFit generated by fitEmulator or fitEmulatorData
lmcompare
Compare with a linear model fitted with OLS.
lmformula
The formula for the linear model to be used in the comparison, if lmcompare is TRUE.
Value
This function returns the mean RMSE of fits where one training point is left out for each fit.
Note
This function requires R package Hmisc to be installed.
Author(s)
Jeremy Oakley.
OakleyJ/MUCM documentation built on May 7, 2019, 9:01 p.m.
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Description Usage Arguments Value Note Author(s)
Description
Leave-one-out cross validation
Usage
1 |
Arguments
fit |
Object of class |
lmcompare |
Compare with a linear model fitted with OLS. |
lmformula |
The formula for the linear model to be used in the comparison, if |
Value
This function returns the mean RMSE of fits where one training point is left out for each fit.
Note
This function requires R package Hmisc to be installed.
Author(s)
Jeremy Oakley.
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.
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