| Name : R-matchFeat
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| Version : 1.0
| Vendor : obs://build_opensuse_org/devel:languages:R
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| Release : lp153.2.7
| Date : 2024-06-14 11:29:37
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| Group : Development/Libraries/Other
| Source RPM : R-matchFeat-1.0-lp153.2.7.src.rpm
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| Size : 0.18 MB
| |
| Packager : (none)
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| Summary : One-to-One Feature Matching
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Description :
Statistical methods to match feature vectors between multiple datasets
in a one-to-one fashion. Given a fixed number of classes/distributions,
for each unit, exactly one vector of each class is observed without
label. The goal is to label the feature vectors using each label
exactly once so to produce the best match across datasets, e.g. by
minimizing the variability within classes. Statistical solutions based
on empirical loss functions and probabilistic modeling are provided.
The \'Gurobi\' software and its \'R\' interface package are required for
one of the package functions (match.2x()) and can be obtained at
< https://www.gurobi.com/> (free academic license). For more details,
refer to Degras (2022) < doi:10.1080/10618600.2022.2074429> \"Scalable
feature matching for large data collections\" and Bandelt, Maas, and
Spieksma (2004) < doi:10.1057/palgrave.jors.2601723> \"Local search
heuristics for multi-index assignment problems with decomposable
costs\".
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RPM found in directory: /packages/linux-pbone/ftp5.gwdg.de/pub/opensuse/repositories/devel:/languages:/R:/autoCRAN/openSUSE_Leap_15.3/x86_64 |
