| Name : R-drifter
| |
| Version : 0.2.1
| Vendor : obs://build_opensuse_org/devel:languages:R
|
| Release : lp156.17.1
| Date : 2024-06-24 15:22:20
|
| Group : Development/Libraries/Other
| Source RPM : R-drifter-0.2.1-lp156.17.1.src.rpm
|
| Size : 0.04 MB
| |
| Packager : https://www_suse_com/
| |
| Summary : Concept Drift and Concept Shift Detection for Predictive Models
|
Description :
Concept drift refers to the change in the data distribution or in the
relationships between variables over time. \'drifter\' calculates
distances between variable distributions or variable relations and
identifies both types of drift. Key functions are:
calculate_covariate_drift() checks distance between corresponding
variables in two datasets, calculate_residuals_drift() checks distance
between residual distributions for two models, calculate_model_drift()
checks distance between partial dependency profiles for two models,
check_drift() executes all checks against drift. \'drifter\' is a part of
the \'DrWhy.AI\' universe (Biecek 2018) < arXiv:1806.08915>.
|
RPM found in directory: /packages/linux-pbone/ftp5.gwdg.de/pub/opensuse/repositories/devel:/languages:/R:/autoCRAN/15.6/x86_64 |
