| Name : R-ebmc
| |
| Version : 1.0.1
| Vendor : obs://build_opensuse_org/devel:languages:R
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| Release : lp155.10.1
| Date : 2024-07-01 12:08:58
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| Group : Development/Libraries/Other
| Source RPM : R-ebmc-1.0.1-lp155.10.1.src.rpm
|
| Size : 0.07 MB
| |
| Packager : https://www_suse_com/
| |
| Summary : Ensemble-Based Methods for Class Imbalance Problem
|
Description :
Four ensemble-based methods (SMOTEBoost, RUSBoost, UnderBagging, and
SMOTEBagging) for class imbalance problem are implemented for binary
classification. Such methods adopt ensemble methods and data
re-sampling techniques to improve model performance in presence of
class imbalance problem. One special feature offers the possibility to
choose multiple supervised learning algorithms to build weak learners
within ensemble models. References: Nitesh V. Chawla, Aleksandar
Lazarevic, Lawrence O. Hall, and Kevin W. Bowyer (2003)
< doi:10.1007/978-3-540-39804-2_12>, Chris Seiffert, Taghi M.
Khoshgoftaar, Jason Van Hulse, and Amri Napolitano (2010)
< doi:10.1109/TSMCA.2009.2029559>, R. Barandela, J. S. Sanchez, R. M.
Valdovinos (2003) < doi:10.1007/s10044-003-0192-z>, Shuo Wang and Xin
Yao (2009) < doi:10.1109/CIDM.2009.4938667>, Yoav Freund and Robert E.
Schapire (1997) < doi:10.1006/jcss.1997.1504>.
|
RPM found in directory: /packages/linux-pbone/ftp5.gwdg.de/pub/opensuse/repositories/devel:/languages:/R:/autoCRAN/15.5/x86_64 |
