Add the ability to input prediction probabilities as odds (e.g. 1:20) instead of fractions. This would be useful, especially for probabilities at the extreme ends of the scale.
Additionally, allow users to toggle the calibration graph to display odds instead of fractions on the x-axis. To handle potential issues at the edges, either:
Adapt the x-axis range to the actual odds range for each user.
Add zoomed-in subplots for the low and high probability ranges, conditionally displayed when a user has made enough predictions below 10% or above 90%.