Description Usage Arguments Details Value Source
Compute the Area Under the ROC Curve or AUC (Hanley and McNiel, 1982) for binary
classification predictions from a single ResampleResult extracted
from an mlr3 BenchmarkResult
.
This is a utility function.
1 | rsmp_auc(bmres, rsmp_i)
|
bmres |
BenchmarkResult from either a binary classification model or a regression model bounded between 0 and 1. |
rsmp_i |
(integer) index of the resample result to process. |
See the mlr3 reference website for a definition of the AUC.
(numeric) auc
Hanley, J. A., & McNeil, B. J. (1982). The meaning and use of the area under a receiver operating characteristic (ROC) curve. Radiology. https://doi.org/10.1148/radiology.143.1.7063747
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