The function plots data created with
overall_comparison. For radar plot it uses auditor's
plot_radar. Keep in mind that the function creates two plots returned as list.
## S3 method for class 'overall_comparison' plot(x, ...)
- data created with
- other parameters
A named list of ggplot objects.
It consists of:
radar_plot plot created with
accordance_plot accordance plot of responses. OX axis stand for champion response, while OY for one of challengers
responses. Colour indicates on challenger.
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") data <- overall_comparison(explainer_lm, list(explainer_gbm, explainer_rf), type = "regression") plot(data)
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