aucC-package: Quick AUC Computation
In jmiahjones/aucC: Efficient Computation of the AUC
aucC-package R Documentation
Quick AUC Computation
Description
Computes the AUC using a simple for-loop implemented in C++. As of 2020, this implementation was 10x faster than pROC::auc.
Details
Use the aucC_wrap function. See the docs for aucC_wrap.
Author(s)
Jeremiah Jones.
Maintainer: Jeremiah Jones <jeremiah_jones@urmc.rochester.edu>
See Also
aucC_wrap
Examples
## Not run:
y=rbinom(100, size=1, prob=1/2)
label = factor(y, levels=c(0,1), labels=c("No", "Yes"))
scores = runif(100) # higher scores predict label == "Yes"
aucC::aucC_wrap(label, scores)
## End(Not run)
jmiahjones/aucC documentation built on April 20, 2022, 12:46 a.m.
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| aucC-package | R Documentation |
Quick AUC Computation
Description
Computes the AUC using a simple for-loop implemented in C++. As of 2020, this implementation was 10x faster than pROC::auc.
Details
Use the aucC_wrap function. See the docs for aucC_wrap.
Author(s)
Jeremiah Jones.
Maintainer: Jeremiah Jones <jeremiah_jones@urmc.rochester.edu>
See Also
aucC_wrap
Examples
## Not run:
y=rbinom(100, size=1, prob=1/2)
label = factor(y, levels=c(0,1), labels=c("No", "Yes"))
scores = runif(100) # higher scores predict label == "Yes"
aucC::aucC_wrap(label, scores)
## End(Not run)
R Package Documentation
Browse R Packages
We want your feedback!
Note that we can't provide technical support on individual packages. You should contact the package authors for that.
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