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 | |
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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 |
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