dfExtractRMSE: Generate a dataframe from 'modAcc' lists

In jknowles/EWStools: Tools for automating the testing and evaluation of education early warning system models

Description

Used for generating the data to make good looking RMSE plots for training and test data simultaneously

Usage

dfExtractRMSE(mod)

Arguments

mod	a list resulting from a call to modAcc

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.