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MIML library: A modular and flexible library for multi-instance multi-label learning.
- Source :
-
Neurocomputing . Aug2022, Vol. 500, p632-636. 5p. - Publication Year :
- 2022
-
Abstract
- MIML library is a Java software tool to develop, test, and compare classification algorithms for multi-instance multi-label (MIML) learning. The library includes 43 algorithms and provides a specific format and facilities for data managing and partitioning, holdout and cross-validation methods, standard metrics for performance evaluation, and generation of reports. In addition, algorithms can be executed through xml configuration files without needing to program. It is platform-independent, extensible, free, open-source, and available on GitHub under the GNU General Public License. [ABSTRACT FROM AUTHOR]
- Subjects :
- *CLASSIFICATION algorithms
*SOFTWARE development tools
*PERFORMANCE standards
Subjects
Details
- Language :
- English
- ISSN :
- 09252312
- Volume :
- 500
- Database :
- Academic Search Index
- Journal :
- Neurocomputing
- Publication Type :
- Academic Journal
- Accession number :
- 157561564
- Full Text :
- https://doi.org/10.1016/j.neucom.2022.05.068