plot top n features in contours #2291
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This pull request was exported from Phabricator. Differential Revision: D50501707 |
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Summary: This diff updates report_utils to plot only the top features, ranked by feature importance, rather than skipping plotting altogether when the number of features grows too large. * Adds `parameters_to_use` arg to `interact_contour` and `interact_contour_plotly`, which subsets which range parameters are plotted in contour plots and sets their order. * Adds `importance` arg to `_get_objective_v_param_plots` ([pointer](https://www.internalfb.com/diff/D50501707?permalink=371874009149429)) to subset the top n parameters by importance on a per-metric basis, then provide those as `parameters_to_use` when calling `interact_contour_ploty`. Reviewed By: dme65 Differential Revision: D50501707
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This pull request was exported from Phabricator. Differential Revision: D50501707 |
Summary: This diff updates report_utils to plot only the top features, ranked by feature importance, rather than skipping plotting altogether when the number of features grows too large. * Adds `parameters_to_use` arg to `interact_contour` and `interact_contour_plotly`, which subsets which range parameters are plotted in contour plots and sets their order. * Adds `importance` arg to `_get_objective_v_param_plots` ([pointer](https://www.internalfb.com/diff/D50501707?permalink=371874009149429)) to subset the top n parameters by importance on a per-metric basis, then provide those as `parameters_to_use` when calling `interact_contour_ploty`. Reviewed By: dme65 Differential Revision: D50501707
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This pull request has been merged in 2967164. |
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Summary:
This diff updates report_utils to plot only the top features, ranked by feature importance, rather than skipping plotting altogether when the number of features grows too large.
parameters_to_usearg tointeract_contourandinteract_contour_plotly, which subsets which range parameters are plotted in contour plots and sets their order.importancearg to_get_objective_v_param_plots(pointer) to subset the top n parameters by importance on a per-metric basis, then provide those asparameters_to_usewhen callinginteract_contour_ploty.Differential Revision: D50501707