ABSTRACT
The R packages used herein are detailed in Table A.1, and the Julia packages used herein are listed in Table A.2. The <monospace>R</monospace> packages used herein, with version number and relevant citations.
Name
Version
Relevant Citations
caret
6.0-78
Kuhn (2017), Kuhn and Johnson (2013)
pgmm
1.2.2
McNicholas et al. (2018), McNicholas (2010), McNicholas and Murphy (2008, 2010)
ranger
0.9
Wright and Ziegler (2017)
vscc
0.2
Andrews and McNicholas (2013, 2014)
The Julia packages used herein, with version number and URL.Name
Version
URL
CSV.jl
0.4.2
https://github.com/JuliaData/CSV.jl
Cairo.jl
0.5.6
https://github.com/JuliaGraphics/Cairo.jl
Clustering. jl
0.12.1
https://github.com/JuliaStats/Clustering.jl
D3DecisionTrees. jl
0.0.0
https://github.com/ValdarT/D3DecisionTrees.jl
D3Trees.jl
0.3.0
https://github.com/sisl/D3Trees.jl
DataValues.jl
0.4.5
https://github.com/queryverse/DataValues.jl
DataFrames.jl
0.14.1
https://github.com/JuliaData/DataFrames.jl
DecisionTree.jl
0.8.1
https://github.com/JuliaData/DecisionTree.jl
Distances.jl
0.7.3
https://github.com/JuliaStats/Distances.jl
Distributions.jl
0.16.4
https://github.com/JuliaStats/Distributions.jl
GLM.jl
1.0.1
https://github.com/JuliaStats/GLM.jl
Gadfly.jl
1.0.0
https://github.com/GiovineItalia/Gadfly.jl
JLD2.jl
0.1.2
https://github.com/JuliaIO/JLD2.jl
MLBase.jl
0.8.0
https://github.com/JuliaStats/MLBase.jl
MLDataUtils.jl
0.4.0
https://github.com/JuliaML/MLDataUtils.jl
MLLabelUtils.jl
0.4.1
https://github.com/JuliaML/MLLabelUtils.jl
Query.jl
0.10.1
https://github.com/queryverse/Query.jl
RCall.jl
0.12.1
https://github.com/JuliaInterop/RCall.jl
RData.jl
0.5.0
https://github.com/JuliaData/RData.jl
RDatasets.jl
0.6.1
https://github.com/johnmyleswhite/RDatasets.jl
StatsBase.jl.jl
0.25.0
https://github.com/JuliaStats/StatsBase.jl
StatsModels.jl.jl
0.3.1
https://github.com/JuliaStats/StatsModels.jl
XGBoost.jl
0.2.0
186