ROC_curves

open in Github Pages to use the apps.

• Slide decks

  • “Introduction to ROC curves” contains the slides from my presentation at the SF Bay ACM Data Science Camp, 2016.
  • “Six ways to think about ROC curves” was presented to the Bay Area R User Group (BARUG) in November 2020.

• HTML prototypes of interactive visualizations to add to the TurtleROC package:

  • Turtle Path
    • Turtle Path User Manual
      • Turtle Path Configuration Manual
  • Continuous ROC curves based on the cumulative probability distribution functions for positive and negative cases.
    • user guide, including notes on possible features and improvements to this app.
  • ROC Utility app showing cost-based utility on the background of the ROC plane.
  • Wilcoxon-Mann-Whitney U statistic meets AUC an animated graphical proof.
  • Probabilistic interpretation of AUC

• Tutorials

  • Bayesian ROC Analysis in JAGS (written by ChatGPT) on stochastic Bayesian modelling of ROC curves in JAGS and R.

To Do

• Turtle plots: “What would the ROC curve look like for beads sorted like this?” Show bead sorting, either as one line, or separated by color.