| Name : R-dplbnDE
| |
| Version : 0.1.3
| Vendor : obs://build_opensuse_org/devel:languages:R
|
| Release : lp153.1.5
| Date : 2024-06-14 11:35:37
|
| Group : Development/Libraries/Other
| Source RPM : R-dplbnDE-0.1.3-lp153.1.5.src.rpm
|
| Size : 0.10 MB
| |
| Packager : (none)
| |
| Summary : Discriminative Parameter Learning of Bayesian Networks by Differential Evolution
|
Description :
Implements Differential Evolution (DE) to train parameters of Bayesian
Networks for optimizing the Conditional Log-Likelihood (Discriminative
Learning) instead of the log-likelihood (Generative Learning). Any
given Bayesian Network structure encodes assumptions about conditional
independencies among the attributes and will result in an error if they
do not hold in the data. Such an error includes the classification
dimension. The main goal of Discriminative learning is to minimize this
type of error. This package provides main variants of differential
evolution described in Price & Storn (1996)
< doi:10.1109/ICEC.1996.542711> and recent ones, described in Tanabe &
Fukunaga (2014) < doi:10.1109/CEC.2014.6900380> and Zhang & Sanderson
(2009) < doi:10.1109/TEVC.2009.2014613> with adaptation mechanism for
factor mutarion and crossover rate.
|
RPM found in directory: /packages/linux-pbone/ftp5.gwdg.de/pub/opensuse/repositories/devel:/languages:/R:/autoCRAN/openSUSE_Leap_15.3/x86_64 |
