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Merge pull request #20477 from UnixJunkie/oranger_433
added packages/oranger/oranger.4.3.3/opam
authored by
Marcello Seri
and committed by
GitHub
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packages/oranger/oranger.4.3.3/opam
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packages/oranger/oranger.4.3.3/opam
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opam-version: "2.0"
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maintainer: "unixjunkie@sdf.org"
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authors: ["Francois Berenger"]
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homepage: "https://github.com/UnixJunkie/oranger"
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bug-reports: "https://github.com/UnixJunkie/oranger/issues"
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dev-repo: "git+https://github.com/UnixJunkie/oranger.git"
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license: "LGPL-2.1-only WITH OCaml-LGPL-linking-exception"
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build: [
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["dune" "build" "-p" name "-j" jobs]
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["tar" "xzf" "0.9.11.tar.gz"]
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["mkdir" "ranger-0.9.11/cpp_version/build"]
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["sh" "-c" "cd ranger-0.9.11/cpp_version/build && %{conf-cmake:cmd}% ../"]
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[make "-C" "ranger-0.9.11/cpp_version/build"]
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]
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install: [
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["cp" "ranger-0.9.11/cpp_version/build/ranger" "%{bin}%/ml_rf_ranger"]
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]
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depends: [
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"dune" {>= "1.0.0"}
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"conf-cmake" {build}
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"re" {>= "1.9.0"}
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"dolog" {>= "6.0.0"}
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"batteries" {>= "3.3.0"}
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"minicli" {>= "5.0.2"}
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"cpm" {>= "12.0.0"}
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"line_oriented" {>= "1.0.0"}
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"molenc" {>= "16.0.0"}
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"parany" {>= "12.0.3"}
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]
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depopts: [
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"conf-gnuplot"
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]
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synopsis: "OCaml wrapper for the ranger (C++) random forests implementation"
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description: """
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Ranger is run from the command line and data are exchanged via text files.
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This is quick and dirty, not a clean OCaml interface to ranger.
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The oranger_rfr program allows to train/test a random-forests regressor model.
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$ oranger_rfr
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usage:
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oranger_rfr [-p <float>]: proportion of the (randomized) dataset
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used to train (default=0.80)
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[-np <int>]: max number of processes (default=1)
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[-n <int>]: |RF|; default=100
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[--mtry <float>]: proportion of randomly selected features
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to use at each split (default=(sqrt(|features|))/|features|)
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[--scan-mtry]: scan for best mtry in [0.001,0.002,0.005,...,1.0]
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(incompatible with --mtry)
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[--mtry-range <string>]: mtrys to test e.g. "0.001,0.002,0.005"
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[-o <filename>]: output scores to file
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[--train <train.txt>]: training set (overrides -p)
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[--valid <valid.txt>]: validation set (overrides -p)
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[--test <test.txt>]: test set (overrides -p)
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[--NxCV <int>]: number of folds of cross validation
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[--seed <int>: fix random seed]
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[--no-regr-plot]: turn OFF regression plot
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[--rec-plot]: turn ON REC curve
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[--y-rand]: turn ON Y-randomization
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[-s <filename>]: save model to file
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[-l <filename>]: load model from file
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[--max-feat <int>]: max feature id. (cf. end of encoding dict)
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[-v]: verbose/debug mode
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[-h|--help]: show this help message
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"""
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extra-source "0.9.11.tar.gz" {
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src: "https://github.com/imbs-hl/ranger/archive/0.9.11.tar.gz"
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checksum: "md5=cf770dfdde5ef250bfd561ef2b0758ee"
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}
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url {
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src: "https://github.com/UnixJunkie/oranger/archive/v4.3.3.tar.gz"
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checksum: "md5=0c6b40873ca79cd656f323a009050fa2"
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}