| Name : R-popsom
| |
| Version : 6.0
| Vendor : obs://build_opensuse_org/devel:languages:R
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| Release : lp153.8.5
| Date : 2024-06-14 11:54:08
|
| Group : Development/Libraries/Other
| Source RPM : R-popsom-6.0-lp153.8.5.src.rpm
|
| Size : 0.10 MB
| |
| Packager : (none)
| |
| Summary : An Efficient Implementation of Kohonen\'s Self-Organizing Maps (SOMs) with Starburst Visualizations
|
Description :
Kohonen\'s self-organizing maps with a number of distinguishing
features: (1) An efficient, single threaded, stochastic training
algorithm inspired by ideas from tensor algebra. Provides significant
speedups over traditional single-threaded training algorithms. No
special accelerator hardware required (see
< doi:10.1007/978-3-030-01057-7_60>). (2) Automatic centroid detection
and visualization using starbursts. (3) Two models of the data: (a) a
self organizing map model, (b) a centroid based clustering model. (4) A
number of easily accessible quality metrics for the self organizing map
and the centroid based cluster model (see
< doi:10.1007/978-3-319-28518-4_4>).
|
RPM found in directory: /packages/linux-pbone/ftp5.gwdg.de/pub/opensuse/repositories/devel:/languages:/R:/autoCRAN/openSUSE_Leap_15.3/x86_64 |
