Instances selection algorithm by ensemble margin
| Autor: | Meryem Saidi, Nesma Settouti, Mohammed Amine Chikh, Mohammed El Amine Bechar |
|---|---|
| Rok vydání: | 2017 |
| Předmět: |
Computer science
020206 networking & telecommunications 02 engineering and technology Ensemble learning Data mining algorithm Theoretical Computer Science Random forest Artificial Intelligence Margin (machine learning) 0202 electrical engineering electronic engineering information engineering 020201 artificial intelligence & image processing Limit (mathematics) Algorithm Selection algorithm Software |
| Zdroj: | Journal of Experimental & Theoretical Artificial Intelligence. 30:457-478 |
| ISSN: | 1362-3079 0952-813X |
| DOI: | 10.1080/0952813x.2017.1409283 |
| Popis: | The main limit of data mining algorithms is their inability to deal with the huge amount of available data in a reasonable processing time. A solution of producing fast and accurate results is inst... |
| Databáze: | OpenAIRE |
| Externí odkaz: |
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