Compare summary residual metrics between two model outputs

Builds a compact comparison table from pre-computed summary metrics for an overall model and a pointwise model.

Usage

model_comparison_table(
  metrics_overall,
  metrics_pointwise,
  model_overall_label = "Overall Model",
  model_pointwise_label = "Pointwise Model"
)

Arguments

metrics_overall

Data frame with one row containing at least MAE, RMSE, SSE, and n_obs for the overall model.

metrics_pointwise

Data frame with one row containing at least MAE, RMSE, SSE, and n_obs for the pointwise model.

model_overall_label

Label used for the overall model row.

model_pointwise_label

Label used for the pointwise model row.

Value

A tibble with one row per model and comparison columns: delta_MAE, delta_RMSE, pct_improve_MAE, pct_improve_RMSE.