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Update performance plots to work after pipeline object is destroyed #254

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paulsonak opened this issue Jan 16, 2024 · 0 comments
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enhancement New feature or request

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paulsonak commented Jan 16, 2024

Currently, the performance plots like perf_plots.plot_pred_vs_actual() only work on ModelPipeline objects when it would be useful to have a function that can recreate this plot from a model selected as the best model. I think the only one that couldn't currently be adapted is perf_plots.plot_perf_vs_epoch() since we don't save metrics from each epoch (although we did discuss doing that at one point..).

Request:
perf_plots.plot_pred_vs_actual_from_file()
perf_plots.plot_ROC_curve_from_file()
perf_plots.plot_prec_recall_curve_from_file()

@paulsonak paulsonak added the enhancement New feature or request label Jan 16, 2024
@paulsonak paulsonak mentioned this issue Jan 24, 2024
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