| Name : R-costsensitive
| |
| Version : 0.1.2.10
| Vendor : obs://build_opensuse_org/devel:languages:R
|
| Release : lp153.2.13
| Date : 2024-06-14 11:06:01
|
| Group : Development/Libraries/Other
| Source RPM : R-costsensitive-0.1.2.10-lp153.2.13.src.rpm
|
| Size : 0.08 MB
| |
| Packager : (none)
| |
| Summary : Cost-Sensitive Multi-Class Classification
|
Description :
Reduction-based techniques for cost-sensitive multi-class
classification, in which each observation has a different cost for
classifying it into one class, and the goal is to predict the class
with the minimum expected cost for each new observation. Implements
Weighted All-Pairs (Beygelzimer, A., Langford, J., & Zadrozny, B.,
2008, < doi:10.1007/978-0-387-79361-0_1>), Weighted One-Vs-Rest
(Beygelzimer, A., Dani, V., Hayes, T., Langford, J., & Zadrozny, B.,
2005, < https://dl.acm.org/citation.cfm?id=1102358>) and Regression
One-Vs-Rest. Works with arbitrary classifiers taking observation
weights, or with regressors. Also implements cost-proportionate
rejection sampling for working with classifiers that don\'t accept
observation weights.
|
RPM found in directory: /packages/linux-pbone/ftp5.gwdg.de/pub/opensuse/repositories/devel:/languages:/R:/autoCRAN/openSUSE_Leap_15.3/x86_64 |
