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matplotlibplotrocauc

ROC/AUC curves for matplotlib

I have a lot of data that comes from some experiment, just one column "measure" and would like to calculate ROC/AUC curves. I use matplotlib and had a look, but found no way to do with it. I wonder if anyone can share experiences with matplotlib or with any other open source easy to use library for ROC/AUC curves.

Solution

  • Matplotlib is mostly used for plotting things, so you'd need to calculate the curves first and then plot them with matplotlib. There seem to be multiple relevant Python modules:
    scipy roc_curve
    PyROC
    CROC
    yard