Questions tagged [vip]

Anyone can explain what does this mean? I ran xgboost with tree model, it took me four hours to finish up tuning all the parameters. When i tried to use vip function to show the important variables, but R studio was forced to restart, so my work was…

I want to compute the FIRM importance scores for a model made from a tidymodels workflow. For regex, I will use the iris dataset and try to predict whether an observation is setosa or not. library(tidymodels) library(readr) library(vip) #clean…

I want to calculate variable importance for glmnet model in R. I am using glmnet package for fitting the elastic net model like library(glmnet) library(caret) library(vip) data_y <- as.vector(mtcars$mpg) data_x <- as.matrix(mtcars[-1]) fit.glmnet…