| Name : R-GAMens
| |
| Version : 1.2.1
| Vendor : obs://build_opensuse_org/devel:languages:R
|
| Release : lp153.3.12
| Date : 2024-06-14 11:33:32
|
| Group : Development/Libraries/Other
| Source RPM : R-GAMens-1.2.1-lp153.3.12.src.rpm
|
| Size : 0.05 MB
| |
| Packager : (none)
| |
| Summary : Applies GAMbag, GAMrsm and GAMens Ensemble Classifiers for Binary Classification
|
Description :
Implements the GAMbag, GAMrsm and GAMens ensemble classifiers for
binary classification (De Bock et al., 2010)
< doi:10.1016/j.csda.2009.12.013>. The ensembles implement Bagging
(Breiman, 1996) < doi:10.1023/A:1010933404324>, the Random Subspace
Method (Ho, 1998) < doi:10.1109/34.709601> , or both, and use Hastie and
Tibshirani\'s (1990, ISBN:978-0412343902) generalized additive models
(GAMs) as base classifiers. Once an ensemble classifier has been
trained, it can be used for predictions on new data. A function for
cross validation is also included.
|
RPM found in directory: /packages/linux-pbone/ftp5.gwdg.de/pub/opensuse/repositories/devel:/languages:/R:/autoCRAN/openSUSE_Leap_15.3/x86_64 |
