Zyeon UICalibration Curve
ProA four-state reliability diagram — binned predicted probability against observed frequency, read off the diagonal, with Wilson intervals, a shared-axis count strip and every bin reachable from the keyboard.
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This component is part of Pro
The install command, prompt and concept map are included with a Pro license — one purchase unlocks every Pro component, forever.
Confusion Matrix
A predicted × actual grid that reads as raw counts or row/column normalized shares, with per-class recall and precision margins, a hatched off-diagonal, and undefined rates kept apart from zero.
UpSet Plot
A four-state UpSet plot for set overlaps a Venn cannot draw — a dots-and-lines membership matrix under sorted size bars, per-set totals on the left, and disjoint columns that add up instead of double-counting.