print.funnel_measure {DALEXtra}

Print funnel_measure object

Description

Print funnel_measure object

Usage

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

Arguments

x

an object of class funnel_measure

...

other parameters

Examples

library("DALEXtra")
library("mlr")
task <- mlr::makeRegrTask(
  id = "R",
  data = apartments,
  target = "m2.price"
)
learner_lm <- mlr::makeLearner(
  "regr.lm"
)
model_lm <- mlr::train(learner_lm, task)
explainer_lm <- explain_mlr(model_lm, apartmentsTest, apartmentsTest$m2.price, label = "LM")

learner_rf <- mlr::makeLearner(
  "regr.ranger"
)
model_rf <- mlr::train(learner_rf, task)
explainer_rf <- explain_mlr(model_rf, apartmentsTest, apartmentsTest$m2.price, label = "RF")

learner_gbm <- mlr::makeLearner(
  "regr.gbm"
)
model_gbm <- mlr::train(learner_gbm, task)
explainer_gbm <- explain_mlr(model_gbm, apartmentsTest, apartmentsTest$m2.price, label = "GBM")

plot_data <- funnel_measure(explainer_lm, list(explainer_rf, explainer_gbm),
                            nbins = 5, measure_function = DALEX::loss_root_mean_square)
print(plot_data)