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## ----setup, include=FALSE-----------------------------------------------------
knitr::opts_chunk$set(echo = TRUE)
## ----warning = FALSE, message = FALSE-----------------------------------------
library("DALEX")
library("ranger")
library("modelStudio")
# fit a model
model <- ranger(score ~., data = happiness_train)
# create an explainer for the model
explainer <- explain(model,
data = happiness_test,
y = happiness_test$score,
label = "Random Forest",
verbose = FALSE)
# make a studio for the model
modelStudio(explainer)
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