Nothing
library("DALEX")
library("randomForest")
library("ceterisParibus")
set.seed(59)
# models
apartments_rf_model <- randomForest(m2.price ~ construction.year + surface + floor +
no.rooms + district,
data = apartments)
apartments_lm_model <- lm(m2.price ~ construction.year + surface + floor +
no.rooms + district, data = apartments)
# explainers
explainer_rf <- explain(apartments_rf_model,
data = apartmentsTest[,2:6],
y = apartmentsTest$m2.price)
explainer_lm <- explain(apartments_lm_model,
data = apartmentsTest[,2:6], y = apartmentsTest$m2.price)
apartments_A <- apartmentsTest[958,]
new_apartment <- apartmentsTest[1, ]
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