bgreenwell/pdp
A general framework for constructing partial dependence (i.e., marginal effect) plots from various types machine learning models in R.
R
Issues
- 10
From Keras3 to package pdp in R
#134 opened by Oakwilde - 5
partial dependence plot after rpartscore probability function doesnt work + error with variable names with mathematical sign
#133 opened by sofalbre - 1
Barplot in palce of point pdp plot for categorical variables using autoplot function
#132 opened by bappa10085 - 2
plots differ based on algorithm
#131 opened by wisamb - 1
partial() function giving inconsistent results when feeding multiple pred.var variables
#130 opened by rahualram - 6
interpretation of partial dependence plots in R
#129 opened by wisamb - 4
partial() not working correctly for H2O GLM
#127 opened by RoelVerbelen - 0
- 2
- 0
... arg in autoplot() is not correctly documented
#117 opened by bgreenwell - 0
- 0
Switch non-critical Imports to Suggests
#101 opened by bgreenwell - 3
- 3
inv.link argument ignored for binomial GLMs
#125 opened by RoelVerbelen - 2
- 0
- 3
partial() function wont work with XGBoost's "binary:logitraw" objective function
#109 opened by tmbluth - 6
Progress bar misleading when ICE = TRUE
#85 opened by notiv - 3
Is it possible to do pdp for an xgboost count::poisson? I get the following error:
#123 opened by Martafenix - 0
No need for pred.var if pred.grid is provided
#122 opened by bgreenwell - 0
Throw error/warning when plotting "partial
#110 opened by bgreenwell - 0
Remove plyr dependency
#119 opened by bgreenwell - 1
get_task fails in certain situations for xgboost
#114 opened by bgreenwell - 1
Options to modify palettes
#116 opened by JeromeMathieuEcology - 0
Add cats arg to exemplar.matrix
#115 opened by bgreenwell - 2
Issues with - in Variable Names
#113 opened by allicamm - 0
Throw warning when plotting "partial" object with a "yhat.id" column and > 1 features
#112 opened by bgreenwell - 0
- 0
- 5
Partial dependence plot appears in the opposite way
#108 opened by mcchiu - 0
Handle character columns without cats argument
#89 opened by bgreenwell - 7
- 0
Switch to viridisLite
#106 opened by bgreenwell - 0
Remove dependency on mgcv
#107 opened by bgreenwell - 2
train() + gbm
#105 opened by joshualerickson - 3
Class inheritance should be changed to c("partial", "data.frame") instead of c("data.frame", "partial")
#104 opened by RoelVerbelen - 2
- 1
Increase test coverage!
#84 opened by bgreenwell - 2
get_training_data.default problems
#90 opened by lawremi - 3
- 3
- 4
Add support to Sparklyr
#97 opened by abrahamdu - 2
- 3
Is it possible to feed 3D arrays that
#92 opened by koheihasegawamd - 4
- 3
- 2
Error: Objects of type purrr_function_partial/function not supported by autoplot.
#87 opened by sgadavi3 - 4
pred_grid() breaks when using output from caret::train() unless all explanatory vars are cast as factors
#86 opened by alexkrolak - 4
- 0