Science Score: 31.0%
This score indicates how likely this project is to be science-related based on various indicators:
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✓CITATION.cff file
Found CITATION.cff file -
○codemeta.json file
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○.zenodo.json file
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✓DOI references
Found 3 DOI reference(s) in README -
○Academic publication links
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○Academic email domains
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○Institutional organization owner
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○JOSS paper metadata
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○Scientific vocabulary similarity
Low similarity (9.3%) to scientific vocabulary
Repository
MLDA: Multi-Label Dataset Analyzer
Basic Info
- Host: GitHub
- Owner: i02momuj
- License: gpl-3.0
- Language: Java
- Default Branch: master
- Homepage: http://dx.doi.org/10.1016/j.knosys.2017.01.018
- Size: 243 MB
Statistics
- Stars: 11
- Watchers: 4
- Forks: 7
- Open Issues: 0
- Releases: 0
Metadata Files
README.md
MLDA - Multi-Label Dataset Analyzer
MLDA is a tool for data exploration and analysis of multi-label and multi-view multi-label datasets. It includes both a GUI tool and a Java API. It provides an easy to use tool for multi-label datasets analysis, including a wide set of characterization metrics, charts for measuring the imbalance and relationship among labels, several methods for data preprocessing and transformation, multi-view multi-label datasets characterization and allowing to load several datasets simultaneously. It has been created under the GPLv3 license [License file].
Last release, version 1.2.4 is available here. The documentation in pdf is available here. Javadoc is also available for GUI tool and API.
Please, cite this work using the citation.bib file or the following reference:
J.M. Moyano, E. Gibaja and S. Ventura. MLDA: A tool for analyzing multi-label datasets. Knowledge-Based Systems (2017). http://dx.doi.org/10.1016/j.knosys.2017.01.018.
Owner
- Name: Jose M. Moyano
- Login: i02momuj
- Kind: user
- Location: Granada
- Company: University of Granada
- Website: http://www.uco.es/users/jmoyano/
- Repositories: 1
- Profile: https://github.com/i02momuj
PhD in Computer Science (University of Cordoba, Spain and Virginia Commonwealth University, USA). Postdoctoral researcher at the University of Granada, Spain.
Citation (citation.bib)
@article{Moyano:MLDA,
author = "Jose M. Moyano and Eva L. Gibaja and Sebasti{\'{a}}n Ventura",
title = "MLDA: A tool for analyzing multi-label datasets",
journal = "Knowledge-Based Systems",
year = "2017",
issn = "0950-7051",
doi = "http://dx.doi.org/10.1016/j.knosys.2017.01.018",
}
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Last Year
- Watch event: 1