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Archived discussions · Captured October 28, 2026

Interactive ROC curve and other machine learning classification metrics

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davhbrown
davhbrown

Hello bokeh community!

While learning about the ROC curve and other ways to measure the performance of binary classification models, I wanted more of an interactive demo to help myself and others get an intuitive understanding, so I made one with bokeh!

I hope people learning data science/machine learning will find this tool useful, and I’d love any feedback, including constructive criticism from the community to improve it!

Thanks to all who maintain bokeh so we can make these great visualizations.

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