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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