View source: R/funnel_measure.R

print.funnel_measure | R Documentation |

Print funnel_measure object

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

`x` |
an object of class |

`...` |
other parameters |

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)

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