package oc45

Not available on OCaml 5.5
  1. Overview
  2. Docs
Pure OCaml implementation of the C4.5 algorithm.

Install 

dune-project
 Dependency

github.com Readme Edit opam file Versions (1)

Authors

  1. T
    Théophile Bastian <contact@tobast.fr> and Noémie Fong

Maintainers

  1. C
    contact@tobast.fr

Sources

v1.0.0.tar.gz
sha256=0be4360749d03cba90f2921f092437c75742a4903a7d28e19481b1f9f67c8e8e
md5=3ad2e5cd1c54c2a581cdba3920ac9ca5

Description

This algorithm is used to generate a decision tree from a dataset and a criteria set, and is usually found in machine learning. The algorithm description can be found in eg. "Efficient C4.5" by S. Ruggieri in IEEE transactions on knowledge and data engineering, vol. 14, no. 2, march/april 2002.

Tags

algorithms

Added to opam-repository:

README

OC4.5

This project aims to provide a pure OCaml implementation of C4.5 (Wikipedia). This algorithm is used to generate a decision tree from a dataset and a criteria set, and is usually found in machine learning.

The algorithm description can be found in eg. "Efficient C4.5" by S. Ruggieri in IEEE transactions on knowledge and data engineering, vol. 14, no. 2, march/april 2002.

Compiling

If you do not have opam, install it.

If you do not have obuild, install it: opam install obuild.

Then, compile and install (locally to your user) the project with

    obuild configure
    obuild build
    obuild install

Documentation

You can generate the project's documentation using ocamldoc.

If, for some reason, you do not want to generate the documentation, you can use the precompiled, but not necessarily up-to-date online version here.

This project was primarily made to be used with ORandForest. Check its README and documentation for a more elaborate usage example and reference.

Dependencies (2)

  1. jbuilder >= "1.0+beta7"
  2. ocaml

Dev Dependencies

None

Optional Dependencies

None

Used by (1)

  1. orandforest

Conflicts

None

Build status

Results of building oc45 with each compiler on check.ci.ocaml.org, run of against opam-repository 8a77e58. All results for this package.

Each result links to its build log. To keep crawlers from overloading the site, build logs require a GitHub sign-in (see ocurrent/opam-health-check). On your first log, GitHub asks you to “Authorize opam-health-check”, the OCurrent app that runs these checks; it sees only your public profile, not your repositories. The sign-in lasts 30 days.

Version OCaml 4.11 OCaml 4.14 OCaml 5.2 OCaml 5.4 OCaml 5.5
1.0.0 (this version) good good n/a n/a n/a
  • good Package successfully built
  • partial One of the dependencies failed to build
  • bad Package failed to build
  • n/a Package is not available in this environment
  • internal Internal failure