| Name : R-wevid
| |
| Version : 0.6.2
| Vendor : obs://build_opensuse_org/devel:languages:R
|
| Release : lp154.15.1
| Date : 2024-06-07 17:56:09
|
| Group : Development/Libraries/Other
| Source RPM : R-wevid-0.6.2-lp154.15.1.src.rpm
|
| Size : 0.08 MB
| |
| Packager : https://www_suse_com/
| |
| Summary : Quantifying Performance of a Binary Classifier Through Weight of Evidence
|
Description :
The distributions of the weight of evidence (log Bayes factor)
favouring case over noncase status in a test dataset (or test folds
generated by cross-validation) can be used to quantify the performance
of a diagnostic test (McKeigue (2019), < doi:10.1177/0962280218776989>).
The package can be used with any test dataset on which you have
observed case-control status and have computed prior and posterior
probabilities of case status using a model learned on a training
dataset. To quantify how the predictor will behave as a risk
stratifier, the quantiles of the distributions of weight of evidence in
cases and controls can be calculated and plotted.
|
RPM found in directory: /packages/linux-pbone/ftp5.gwdg.de/pub/opensuse/repositories/devel:/languages:/R:/autoCRAN/15.4/x86_64 |
