print.individual_variable_profile_oscillations: Prints Individual Variable Profiles

In pbiecek/ceterisParibus2: Ceteris Paribus Profiles

Description

Prints Individual Variable Profiles

Usage

## S3 method for class 'individual_variable_profile_oscillations'
print(x, ...)

Arguments

x	an individual variable profile explainer produced with the 'individual_variable_profile' function
...	other arguments that will be passed to 'head()'

Examples

library("DALEX2")
 ## Not run: 
library("randomForest")
set.seed(59)

apartments_rf_model <- randomForest(m2.price ~ construction.year + surface + floor +
      no.rooms + district, data = apartments)

explainer_rf <- explain(apartments_rf_model,
      data = apartments_test, y = apartments_test$m2.price)

apartment <- apartments_test[1:2,]

cp_rf <- individual_variable_profile(explainer_rf, apartment)
plot(cp_rf, color = "_ids_")

vips <- individual_variable_oscillations(cp_rf)
vips

## End(Not run)

pbiecek/ceterisParibus2 documentation built on Sept. 16, 2019, 6:26 p.m.