incerto.calibration.get_bin_stats

incerto.calibration.get_bin_stats(confidences, accuracies, n_bins)

Helper to compute per-bin average confidence, accuracy, and counts.

Parameters:

• confidences (ndarray) – Array of confidence scores.

• accuracies (ndarray) – Array of binary accuracies (0 or 1).

• n_bins (int) – Number of bins.

Returns:

Tuple of (bin_confidences, bin_accuracies, bin_weights).