v1.3

Changes

• Update Medium link to published article

v1.2

Changes

• Unpin footer from bottom of page
• Add tooltip to clarify x-axis
• Add screen recording to README demo-ing interactive visualization

v1.1

Changes

• Add hover emphasis to selected curves
• Add equation details with MathJax
• Add tooltip info for k_{x} constants
• Add page footer with links to GitHub and Medium

v1.0

Changes

• Add page title
• Reorganize content so that SVGs are on the left and sliders are on the right
• Break sliders up into two sections, one for cost adjustments, and one for model distribution adjustments
• Add shape slider to allow the beta distributions to get pointier
• Add plot titles to the top right of each SVG

v0.2

Changes

• Add cost curve SVG
• Make all 5 cost/benefit sliders functional
• Draw cost optimum points on both the probability calibration curve and the cost curve

v0.1

Initial release

• Create a set of sliders.
• Interactively shape one beta distribution (restricted to a single intuitive "position" parameter rather than independent alpha and beta parameters) for the positive class label and another for the negative class label.
• Interactively specify the class imbalance between the positive and negative classes.
• Dynamically sum the two distributions to get the overall distribution of "model" output scores.
• Dynamically generate a probability calibration curve, given the specified distributions.