Plotting multiple classifier ROC curvers in one plot in JMP Pro

LargeHorse449 — Sun, 11 Jun 2023 11:30:09 GMT

I have 4 sets of numeric continuous data that I used for regression analysis.

Now, I performed ROC analysis using "Fit Y by X" option of "JMP Pro" for each set of data which generated me 4 seperate AUC curves and graphs of ROC in the "JMP Pro" program.

I obtained these curves using the following steps (image 2 and image 3)

My question is, how can I generate all of these graphs in one plot?

What I mean, when I did generated plots, it became like the two in the above of this attached picture. I want something like in the bottom of this picture

For example, the steps required in the software?

Re: Plotting multiple classifier ROC curvers in one plot in JMP Pro

Ross_Metusalem — Thu, 15 Dec 2022 14:28:22 GMT

In JMP Pro, you can use Model Comparison to overlay ROC curves for multiple models. Save each prediction formula to the data table (Red Triangle > Save Probability Formula), then launch Model Comparison (Analyze > Predictive Modeling > Model Comparison) and put the new prediction formula columns into the Y Predictors role. In the Model Comparison window, the ROC option under the red triangle will produce a plot like the one in your first example image.

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Plotting multiple classifier ROC curvers in one plot in JMP Pro

Re: Plotting multiple classifier ROC curvers in one plot in JMP Pro