rFerns v3.0.0

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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
rFerns Classification with random ferns
merge.rFerns Merge two random ferns models
naiveWrapper Naive feature selection method utilising the rFerns shadow imporance
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Details

Type Package
Encoding UTF-8
URL https://notabug.org/mbq/rFerns
BugReports https://notabug.org/mbq/rFerns/issues
License GPL-3
RoxygenNote 6.0.1.9000
NeedsCompilation yes
Packaged 2018-07-16 12:42:32 UTC; mbq
Repository CRAN
Date/Publication 2018-07-16 17:40:06 UTC
suggests testthat
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