https://github.com/rgson/lift-for-mulan

An implementation of the multi-label classification algorithm LIFT for use with Mulan.
https://github.com/rgson/lift-for-mulan

Last synced: 3 months ago
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An implementation of the multi-label classification algorithm LIFT for use with Mulan.

• Host: GitHub
• URL: https://github.com/rgson/lift-for-mulan
• Owner: rgson
• License: gpl-3.0
• Created: 2016-03-14T18:53:20.000Z (about 9 years ago)
• Default Branch: master
• Last Pushed: 2016-03-14T19:04:43.000Z (about 9 years ago)
• Last Synced: 2025-01-15T08:19:29.047Z (5 months ago)
• Language: Java
• Size: 32.2 KB
• Stars: 0
• Watchers: 2
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md
  • License: LICENSE

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README

        
# LIFT for Mulan

An implementation of the multi-label classification algorithm LIFT for use with Mulan.

Developed during the "PA2537 Research Methodology" course at BTH.

## Dependencies

* Java 8

* The Mulan framework (version 1.5)

* The Weka framework (version 3.7.10)

* *(Optional)* LibSVM (version 1.0.7)

## Usage

The `se.rgson.ml.LIFT` class contains the LIFT implementation. It offers configurability of the internal binary classifier and the clustering ratio parameter.

By convention, LIFT is used with LibSVM. To use LibSVM, the LibSVM JAR-file must also be included in the class path. Refer to the [Weka wiki](https://weka.wikispaces.com/LibSVM) for details.