Lightgbm: Plot functions for Python/R wrapper
welcome to contribute for this feature.
guolinke
All 7 comments
@guolinke I think it is done in R package and Python package for now.
What else do you think users might need? (partial dependence plots?)
Laurae2
on 8 Apr 2017
@Laurae2 Hi, Is any one working on partial dependency plots ?
HareenVenigalla
on 18 May 2017
@HareenVenigalla not yet I think
Laurae2
on 16 Jul 2017
refer to a better visual analytics tool: https://github.com/thu-vis/BOOSTVis2
guolinke
on 3 Aug 2017
Hi team, checking to see if the partial dependency plot functionality is still on the to-be-included list. Thanks!
ethen8181
on 21 Jan 2018
^Would really love to see Partial dependence plots, too.
xin-jin
on 15 Jan 2019
@guolinke I might work on it in the next months to integrate tabplot for LightGBM R package: https://cran.r-project.org/web/packages/tabplot/vignettes/tabplot-vignette.html - it's (unconsciously) a generalization of partial dependency plots for large datasets, although it is not producing plots which are exactly 100% perfectly accurate (due to dealing with binning).
Laurae2
on 19 Jan 2019
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Most helpful comment
@guolinke I might work on it in the next months to integrate tabplot for LightGBM R package: https://cran.r-project.org/web/packages/tabplot/vignettes/tabplot-vignette.html - it's (unconsciously) a generalization of partial dependency plots for large datasets, although it is not producing plots which are exactly 100% perfectly accurate (due to dealing with binning).