Evaluating Model Performance

TODO: how to evaluate + criticize the model w/ …

Continuous Models

TODO:

  • metric (only continuous ones)

  • r_squared

  • r_squared_plot

  • residuals

  • residuals_plot

  • calibration_curve

  • calibration_curve_plot

  • calibration_metric

  • sharpness

  • coefficient_of_variation

  • pred_dist_covered

  • pred_dist_coverage

  • coverage_by

Categorical Models

TODO:

  • calibration_curve

  • calibration_curve_plot

  • calibration_metric