Get the scores for ever day for a particular location and forecast date

Uses scoringutils to transform data and predictions using a log transform with a log shift of 1, and return the default scoring metrics

Usage

get_full_scores(draws, scenario, metrics = NULL)

Arguments

draws

a dataframe of the model estimated quantity you are evaluating alongside the evaluation data

scenario

a string indicating the wastewater data scenario we're running

metrics

Vector of scoring metrics to output, passed as the metrics argument to scoringutils::score(). Default is NULL, which returns all options for samples including: c("crps", "dss", "bias", "mad", "ae_median", "se_mean").

Value

a dataframe containing a score for each day in the nowcast and forecast period