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Feature: Support facet nested cv for visualizing hyperparam effects #1653

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merged 10 commits into from May 28, 2019

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@MasonGallo
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commented Mar 10, 2017

xref #1647

This allows facetting by nested cv run to visualize if there exists significant difference in performance among the runs.

Usage example:

plotHyperParsEffect(data, x = "C", y = "sigma", z = "acc.test.mean",
  plot.type = "heatmap", interpolate = "regr.earth", facet = "nested_cv_run")

@MasonGallo MasonGallo changed the title ENH: Add support for facet nested cv for visualizing hyperparam effects WIP ENH: Add support for facet nested cv for visualizing hyperparam effects Mar 13, 2017

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commented Jul 14, 2017

@berndbischl berndbischl force-pushed the master branch 2 times, most recently from cf3db65 to 57f099e Mar 3, 2018

@ja-thomas ja-thomas force-pushed the master branch from 57f099e to 20d5a39 Mar 3, 2018

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commented Mar 17, 2019

@MasonGallo Any time/motivation to finish this up?

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commented Mar 19, 2019

@pat-s I'll have some open source time later this week, will look into this

pat-s added some commits May 19, 2019

@pat-s pat-s changed the title WIP ENH: Add support for facet nested cv for visualizing hyperparam effects Feature: Support facet nested cv for visualizing hyperparam effects May 20, 2019

pat-s added some commits May 23, 2019

GitHub and others added some commits May 23, 2019

@pat-s pat-s merged commit 1b9ec8c into master May 28, 2019

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@pat-s pat-s deleted the facet-nested branch May 28, 2019

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