| Name : R-PEkit
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| Version : 1.0.0.1000
| Vendor : obs://build_opensuse_org/devel:languages:R
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| Release : lp153.1.11
| Date : 2024-06-14 11:02:35
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| Group : Development/Libraries/Other
| Source RPM : R-PEkit-1.0.0.1000-lp153.1.11.src.rpm
|
| Size : 0.07 MB
| |
| Packager : (none)
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| Summary : Partition Exchangeability Toolkit
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Description :
Bayesian supervised predictive classifiers, hypothesis testing, and
parametric estimation under Partition Exchangeability are implemented.
The two classifiers presented are the marginal classifier (that assumes
test data is i.i.d.) next to a more computationally costly but accurate
simultaneous classifier (that finds a labelling for the entire test
dataset at once based on simultanous use of all the test data to
predict each label). We also provide the Maximum Likelihood Estimation
(MLE) of the only underlying parameter of the partition exchangeability
generative model as well as hypothesis testing statistics for equality
of this parameter with a single value, alternative, or multiple
samples. We present functions to simulate the sequences from Ewens
Sampling Formula as the realisation of the Poisson-Dirichlet
distribution and their respective probabilities.
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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 |
