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DESCRIPTION
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DESCRIPTION
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Package: mondrianforest
Type: Package
Title: Build and Predict with Mondrian Forests
Version: 0.1.0
Author: person("Joseph", "Miller", email = c("[email protected]", "[email protected]"), role = c("aut", "cre"))
Maintainer: Joseph Miller <[email protected]>
Description: This package contains R functions that build and predict
(classification only right now) with Mondrian Forests
[Lakshminarayanan et al. 2014], an online machine learning model
inspired by random forests. The package implements a few
modifications to the original algorithm including a scheme to
dummy-encode categorical variables and a faster ExtendMondrianBlock
algorithm that retains online properties.
Encoding: UTF-8
License: MIT + file LICENSE
Imports:
purrr (>= 0.2.4)
LazyData: true
RoxygenNote: 6.0.1
Suggests: knitr,
rmarkdown,
testthat
VignetteBuilder: knitr