buildRMSEFrame: Generate an empty dataframe to match 'modAcc' lists
In jknowles/EWStools: Tools for automating the testing and evaluation of education early warning system models
Description
Usage
Arguments
Value
Note
Description
Used for generating the data to make comparative RMSE plots.
Usage
1
Arguments
methods
a list of train method names to generate the dataframe for
Value
a data.frame with the following columns:
RMSE - the RMSE for the model on the test or training data
RMSEsd - the standard deviation of the RMSE reported by training with caret
Rsquare - The R squared reported for the best-fit in caret
RsquareSD - the model method
method - the area under the curve
grp - the area under the curve
elapsedTime - the time reported for the model to run
Note
The measures come from the RMSEit object
jknowles/EWStools documentation built on May 19, 2019, 11:42 a.m.
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Description Usage Arguments Value Note
Description
Used for generating the data to make comparative RMSE plots.
Usage
1 |
Arguments
methods |
a list of |
Value
a data.frame with the following columns:
RMSE - the RMSE for the model on the test or training data
RMSEsd - the standard deviation of the RMSE reported by training with caret
Rsquare - The R squared reported for the best-fit in caret
RsquareSD - the model method
method - the area under the curve
grp - the area under the curve
elapsedTime - the time reported for the model to run
Note
The measures come from the RMSEit object
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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