mlr3filters (version 0.1.0)

FilterAUC: AUC Filter

Description

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.

Arguments

Format

R6::R6Class inheriting from Filter.

Construction

FilterAUC$new()
mlr_filters$get("auc")
flt("auc")

See Also

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

Examples

Run this code
# NOT RUN {
task = mlr3::tsk("pima")
filter = flt("auc")
filter$calculate(task)
head(as.data.table(filter), 3)
# }

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