individual_variable_oscillations: Calculates Oscillations for Individual Variable Profiles

In pbiecek/ceterisParibus2: Ceteris Paribus Profiles

Description

Calculates Oscillations for Individual Variable Profiles

Usage

individual_variable_oscillations(x, sort = TRUE, ...)

Arguments

x	an individual variable profile explainer produced with the 'individual_variable_profile()' function
sort	a logical value. If 'TRUE' then rows are sorted along the oscillations
...	other arguments

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,]

ivp_rf <- individual_variable_profile(explainer_rf, apartment)
individual_variable_oscillations(ivp_rf)

## End(Not run)

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