Make baseline score table

This function makes a wide table with the average score of a pipeline run summarized across all locations. The point of this is to get an approximate estimate of the performance of the pipeline/model across locations when we are iterating on model development. This way, we can use this score as a baseline and aim to add new features to the model only if the overall score of the forecast performance is improved

Usage

make_baseline_score_table(
  all_ww_scores,
  baseline_score_table_dir,
  overwrite_table = FALSE
)

Arguments

all_ww_scores

the table of scores for all dates from all locations from the wastewater informed model

baseline_score_table_dir

character string indicating the directory to save the baseline score tables

overwrite_table

boolean indicating whether or not to overwrite the current baseline table, default is FALSE.

Value

a table containing the summarized outputs from scoring utils for the wastewater model across dates and locations