https://github.com/manics/yarf

Yet Another Random Forest (C++)
https://github.com/manics/yarf

Last synced: 9 months ago
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Yet Another Random Forest (C++)

• Host: GitHub
• URL: https://github.com/manics/yarf
• Owner: manics
• License: other
• Created: 2012-04-14T22:52:11.000Z (about 14 years ago)
• Default Branch: master
• Last Pushed: 2012-05-03T21:33:48.000Z (about 14 years ago)
• Last Synced: 2025-01-22T00:46:45.805Z (over 1 year ago)
• Language: C++
• Homepage:
• Size: 180 KB
• Stars: 0
• Watchers: 3
• Forks: 1
• Open Issues: 1
• Metadata Files:
  • Readme: README
  • License: LICENSE

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README

          
Yet Another Random Forest

=========================

An implementation of the random forests machine learning algorithm in C++.

Currently supports classification only, not fully tested.

Features include:

Class probability distributions at each node (as opposed to just single votes).

OOB error rates.

Feature importance using a permutation test on the OOB samples.

In progress:

Image segmentation/classification, currently some Haar-like features are available.

Aims:

Configurable split rules (currently only one: single feature threshold scored using information gain).