| Name : R-DistributionOptimization
| |
| Version : 1.2.6
| Vendor : obs://build_opensuse_org/devel:languages:R
|
| Release : lp153.19.2
| Date : 2024-06-14 11:37:13
|
| Group : Development/Libraries/Other
| Source RPM : R-DistributionOptimization-1.2.6-lp153.19.2.src.rpm
|
| Size : 0.06 MB
| |
| Packager : (none)
| |
| Summary : Distribution Optimization
|
Description :
Fits Gaussian Mixtures by applying evolution. As fitness function a
mixture of the chi square test for distributions and a novel measure
for approximating the common area under curves between multiple
Gaussians is used. The package presents an alternative to the commonly
used Likelihood Maximization as is used in Expectation Maximization.
The algorithm and applications of this package are published under:
Lerch, F., Ultsch, A., Lotsch, J. (2020)
< doi:10.1038/s41598-020-57432-w>. The evolution is based on the \'GA\'
package: Scrucca, L. (2013) < doi:10.18637/jss.v053.i04> while the
Gaussian Mixture Logic stems from \'AdaptGauss\': Ultsch, A, et al.
(2015) < doi:10.3390/ijms161025897>.
|
RPM found in directory: /packages/linux-pbone/ftp5.gwdg.de/pub/opensuse/repositories/devel:/languages:/R:/autoCRAN/openSUSE_Leap_15.3/x86_64 |
