package orsvm_e1071

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OCaml wrapper to SVM R packages e1071 and svmpath

Install

Dune Dependency

Authors

Maintainers

Sources

v3.0.1.tar.gz
sha256=e322d10b7bf926eee568d99d99dcdf8861354bf8f90105470064201a988bb9aa
md5=c1a13f0e85a1e35fa56f9a6c80b121ba

Description

Some OCaml functions to drive the RBF and linear SVMs of the R e1071 package and the linear SVM of the svmpath R package. The svmpath package allows to efficiently compute the list of cost values (lambda = 1/C) that need to be tested in order to find the optimal lambda. This package really fires up and talks to an R interpreter. The Svm module can handle dense or sparse data matrices. The Svmpath module only handles dense matrices.

Published: 21 Nov 2018

README

orsvm-e1071

Access from OCaml SVMs provided by the R e1071 and svmpath packages.

OCaml functions to drive the RBF and linear kernel SVMs of the R e1071 package and the linear kernel SVM of the R svmpath package.

This is low level on purpose: we don't provide access to all functionalities offered by the R packages.

This is probably not high performance: data are exchanged between R and OCaml via ASCII files.

This project is part of the poor lonesome cowboy's plan to enhance the OCaml ecosystem in the Machine Learning field. Don't hesitate to contact me if you want to join this effort.

Dependencies (4)

  1. jbuilder >= "1.0+beta7"
  2. dolog < "4.0.0"
  3. conf-r
  4. ocaml

Dev Dependencies (4)

  1. parmap with-test
  2. minicli with-test
  3. cpm with-test
  4. batteries with-test

Used by

None

Conflicts

None

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