S7 object class for nowcast_eval() Results

The nowcast_eval() function returns an object of this class.

Usage

nowcast_eval_results(
  detail,
  summary,
  params,
  n_past,
  time_start,
  time_end
)

Arguments

detail

data.frame. Per-prediction errors with columns for observed value, predicted value, last reported value.

summary

data.frame. Aggregated metrics per group x delay: SMAPE (pred and obs), SMAPE improvement, proportion_pred_is_better, Wilson CIs.

params

list. Parameters used for the evaluation run.

n_past

integer. Number of past reporting periods evaluated.

time_start

POSIXct. Time the function started.

time_end

POSIXct. Time the function ended.

Value

An S7 object of class nowcast_eval_results with the following slots:

detail

Data frame. Per-prediction errors with columns for observed value, predicted value, last reported value.

summary

Data frame. Aggregated metrics per group x delay: SMAPE (pred and obs), SMAPE improvement, proportion_pred_is_better, Wilson CIs.

params

List. Parameters used for the evaluation run.

n_past

Numeric. Number of past reporting periods evaluated.

time_start

POSIXct. Time the function started.

time_end

POSIXct. Time the function ended.