screen_summary: Screening summary

Description Usage Arguments Value

View source: R/utils.R

Description

screen_summary This function is used by the shiny application to perform a screening of the baseline models results

Usage

1
screen_summary(summary_tab, R2_trsh, CVRMSE_trsh, NMBE_trsh)

Arguments

summary_tab

a dataframe produced by train_model_summary function

R2_trsh

a numerical value corresponding to the R2 threshold

CVRMSE_trsh

a numerical value corresponding to the CV(RMSE) threshold

NMBE_trsh

a numerical value corresponding to the NMBE threshold

Value

a screen_summary object, which is a list with the following components:

win_tab

a summary_tab dataframe containing only the results for the data files that passed the screening

los_tab

a summary_tab dataframe containing only the results for the data files that did not passe the screening

win_ratio

a numerical value corresponding to the ratio of data files that passed the screening

los_ratio

a numerical value corresponding to the ratio of data files that did not passe the screening


LBNL-ETA/RMV2.0 documentation built on Nov. 9, 2020, 5:44 a.m.