rFerns v4.0.0
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Random Ferns Classifier
Provides the random ferns classifier by Ozuysal, Calonder, Lepetit and Fua (2009) <doi:10.1109/TPAMI.2009.23>, modified for generic and multi-label classification and featuring OOB error approximation and importance measure as introduced in Kursa (2014) <doi:10.18637/jss.v061.i10>.
Functions in rFerns
| Name | Description | |
| predict.rFerns | Prediction with random ferns model | |
| merge.rFerns | Merge two random ferns models | |
| naiveWrapper | Naive feature selection method utilising the rFerns shadow imporance | |
| rFerns | Classification with random ferns | |
| No Results! | ||
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Details
| Type | Package |
| Encoding | UTF-8 |
| URL | https://gitlab.com/mbq/rFerns |
| BugReports | https://gitlab.com/mbq/rFerns/issues |
| License | GPL (>= 2) |
| RoxygenNote | 7.1.0 |
| NeedsCompilation | yes |
| Packaged | 2020-08-11 18:17:59 UTC; mbq |
| Repository | CRAN |
| Date/Publication | 2020-08-17 16:50:03 UTC |
| suggests | testthat |
| Contributors |
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