| Name : R-ExplainPrediction
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| Version : 1.3.0
| Vendor : obs://build_opensuse_org/devel:languages:R
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| Release : 13.3
| Date : 2024-08-05 22:14:35
|
| Group : Development/Libraries/Other
| Source RPM : R-ExplainPrediction-1.3.0-13.3.src.rpm
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| Size : 0.08 MB
| |
| Packager : (none)
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| Summary : Explanation of Predictions for Classification and Regression Models
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Description :
Generates explanations for classification and regression models and
visualizes them. Explanations are generated for individual predictions
as well as for models as a whole. Two explanation methods are included,
EXPLAIN and IME. The EXPLAIN method is fast but might miss explanations
expressed redundantly in the model. The IME method is slower as it
samples from all feature subsets. For the EXPLAIN method see
Robnik-Sikonja and Kononenko (2008) < doi:10.1109/TKDE.2007.190734>, and
the IME method is described in Strumbelj and Kononenko (2010, JMLR,
vol. 11:1-18). All models in package \'CORElearn\' are natively
supported, for other prediction models a wrapper function is provided
and illustrated for models from packages \'randomForest\', \'nnet\', and
\'e1071\'.
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RPM found in directory: /packages/linux-pbone/ftp5.gwdg.de/pub/opensuse/repositories/devel:/languages:/R:/autoCRAN/openSUSE_Tumbleweed/x86_64 |
