incerto.conformal.plot_coverage_vs_alpha

incerto.conformal.plot_coverage_vs_alpha(alphas, coverages, show=True, ax=None)

Plot empirical coverage versus the desired miscoverage rate alpha.

Parameters:

• alphas (Sequence[float]) – Desired miscoverage rates.

• coverages (Sequence[float]) – Empirical coverages observed for each alpha.

• show (bool) – If True, call plt.show().

• ax (Optional[Axes]) – Optional matplotlib Axes to draw into. If None, a new figure is created.

Return type:

tuple[Figure, Axes]

Returns:

(fig, ax) tuple.