print.training_test_comparison {DALEXtra}

Print funnel_measure object

Description

Print funnel_measure object

Usage

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

Arguments

x

an object of class funnel_measure

...

other parameters

Examples

library("mlr")
library("DALEXtra")
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")

data <- training_test_comparison(explainer_lm, list(explainer_gbm, explainer_rf),
                                 training_data = apartments,
                                 training_y = apartments$m2.price)
print(data)