koalaverse/vip

Issues

• Permutation Importance for RPART ANOVA Trees is Always 0

  #160 opened 5 months ago by SMS-NED16
  0

• problem obtaining VIP for SVM results

  #159 opened 5 months ago by kyleGrealis
  2

• vip package: Variable interactions

  #158 opened 8 months ago by HanLum
  2

• VI Plot for each class in a multi-class classification task

  #156 opened a year ago by viv-analytics
  3

• Plans for CRAN?

  #153 opened a year ago by mitch-tanney-coterie
  10

• Remove `get_training_data()` support in 0.4.2

  #150 opened a year ago by bgreenwell
  0

• Docs/examples: `aes_string()` is deprecated in ggplot2 >= 3.0.0

  #151 opened a year ago by bgreenwell
  1

• Doc fix for vip()

  #96 opened a year ago by bgreenwell
  0

• Add reference to stratx-based VI in associated R journal article

  #105 opened 4 years ago by bgreenwell
  0

• Beef up docs for vint() function.

  #114 opened a year ago by bgreenwell
  0

• Guidance on `method = "permute"` for classification models?

  #131 opened a year ago by juliasilge
  15

• Need classification example with permutation importance

  #127 opened a year ago by bgreenwell
  0

• vi_firm() needs better documentation and perhaps an explicit pred_wrapper argument

  #123 opened a year ago by bgreenwell
  0

• Variable importance not supported for LGBM

  #146 opened a year ago by nipnipj
  2

• yardstick integration

  #120 opened a year ago by topepo
  11

• Remove `vint()` and `add_sparklines()` functions?

  #137 opened a year ago by bgreenwell
  4

• Should modeling packages be moved from Suggests to Enhances?

  #136 opened 2 years ago by bgreenwell
  1

• Reference for using t-statistics in linear models

  #143 opened 2 years ago by bgreenwell
  1

• Errors running vi_permute in parallel

  #144 opened 2 years ago by balraadjsings
  3

• vi_permute reproducibility when using parallel processing

  #145 opened 2 years ago by balraadjsings
  1

• Move tibble to suggests

  #98 opened 2 years ago by bgreenwell
  0

• Add support for "multinom" object

  #97 opened 2 years ago by bgreenwell
  0

• 🥩 up support for specific 📦s

  #86 opened 2 years ago by bgreenwell
  0

• Add Brier score metric

  #111 opened 2 years ago by bgreenwell
  1

• Issue with log loss metric

  #116 opened 2 years ago by bgreenwell
  1

• Remove dependency on plyr

  #126 opened 2 years ago by bgreenwell
  1

• Standardize output of include_type when calling vip()

  #122 opened 2 years ago by bgreenwell
  1

• vi_permute() throws warning: <anonymous>: ... may be used in an incorrect context

  #125 opened 2 years ago by agilebean
  2

• Add variable importance for survival models (survivalmodels package)

  #121 opened 2 years ago by ilagith
  2

• Vignette code for pdp and ice method VI plots doesn't work

  #135 opened 2 years ago by jtr13
  9

• Your .Rhistory is in this repo

  #130 opened 2 years ago by HenrikBengtsson
  0

• PLS regression with mixOmics engine - predictions not extracted from predict object

  #132 opened 2 years ago by marioem
  5

• Input data for workflows

  #119 opened 4 years ago by topepo
  2

• Proposition for new feature : Add option to compute grouped variable importance

  #117 opened 4 years ago by ptaconet
  4

• question: using vip with parsnip and xgboost

  #118 opened 4 years ago by gutama
  2

• Permutation importance computed using test data?

  #115 opened 4 years ago by Yu-Liu207
  2

• Question: is there / will there be an implementation of Relative Weights Analysis?

  #113 opened 4 years ago by martinctc
  2

• More accurate measures for linear regression

  #108 opened 4 years ago by bgreenwell
  0

• Partial matching error with glmnet package

  #103 opened 4 years ago by bgreenwell
  4

• Emphasize dot chart over bar plot?!

  #112 opened 4 years ago by bgreenwell
  0

• Add citation to rjournal article

  #109 opened 4 years ago by bgreenwell
  0

• More flexibility with RPART

  #107 opened 4 years ago by bgreenwell
  0

• Plot all VI scores

  #106 opened 4 years ago by bgreenwell
  0

• How to treat `Sign` column for zero coefficients in `vi_model()`

  #104 opened 5 years ago by bgreenwell
  0

• Using as.tibble() results in warning

  #101 opened 5 years ago by juliasilge
  2

• Add Shapley-based importance

  #87 opened 5 years ago by bgreenwell
  3

• Remove `ModelMetrics` dependency

  #93 opened 5 years ago by bgreenwell
  0

• Add `varImp` support for `ranger` models

  #95 opened 5 years ago by bgreenwell
  0

• Add mlr/mlr3 support

  #94 opened 5 years ago by bgreenwell
  0

• Add type argument to `vi_model.<h2o-object>`

  #89 opened 5 years ago by bgreenwell
  0