Area under the (ROC) Curve filter calling Metrics::auc() from package Metrics. Returns the absolute value of the difference between the AUC and 0.5.
Metrics::auc()
R6::R6Class inheriting from Filter.
FilterAUC$new() mlr_filters$get("auc") flt("auc")
Dictionary of Filters: mlr_filters
Other Filter: FilterAnova, FilterCMIM, FilterCarScore, FilterCorrelation, FilterDISR, FilterImportance, FilterInformationGain, FilterJMIM, FilterJMI, FilterKruskalTest, FilterMIM, FilterMRMR, FilterNJMIM, FilterPerformance, FilterVariance, Filter, mlr_filters
FilterAnova
FilterCMIM
FilterCarScore
FilterCorrelation
FilterDISR
FilterImportance
FilterInformationGain
FilterJMIM
FilterJMI
FilterKruskalTest
FilterMIM
FilterMRMR
FilterNJMIM
FilterPerformance
FilterVariance
Filter
mlr_filters
# NOT RUN { task = mlr3::tsk("pima") filter = flt("auc") filter$calculate(task) head(as.data.table(filter), 3) # }
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