| Name : R-RPEnsemble
| |
| Version : 0.5
| Vendor : obs://build_opensuse_org/devel:languages:R
|
| Release : lp153.1.13
| Date : 2024-06-14 11:03:01
|
| Group : Development/Libraries/Other
| Source RPM : R-RPEnsemble-0.5-lp153.1.13.src.rpm
|
| Size : 0.13 MB
| |
| Packager : (none)
| |
| Summary : Random Projection Ensemble Classification
|
Description :
Implements the methodology of \"Cannings, T. I. and Samworth, R. J.
(2017) Random-projection ensemble classification, J. Roy. Statist.
Soc., Ser. B. (with discussion), 79, 959--1035\". The random projection
ensemble classifier is a general method for classification of
high-dimensional data, based on careful combination of the results of
applying an arbitrary base classifier to random projections of the
feature vectors into a lower-dimensional space. The random projections
are divided into non-overlapping blocks, and within each block the
projection yielding the smallest estimate of the test error is
selected. The random projection ensemble classifier then aggregates the
results of applying the base classifier on the selected projections,
with a data-driven voting threshold to determine the final assignment.
|
RPM found in directory: /packages/linux-pbone/ftp5.gwdg.de/pub/opensuse/repositories/devel:/languages:/R:/autoCRAN/openSUSE_Leap_15.3/x86_64 |
