STUDY OF THE PERFORMANCE OF THE K* ALGORITHM IN INTERNATIONAL DATABASES
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| Format: | Artículo científico |
| Language: | en |
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Politécnico Colombiano Jaime Isaza Cadavid
2016
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| _version_ | 1876483120355606528 |
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| author | Yoan Martínez-López |
| author_facet | Yoan Martínez-López |
| contents | STUDY OF THE PERFORMANCE OF THE K* ALGORITHM IN INTERNATIONAL DATABASES Yoan Martínez-López Julio Madera-Quintana Ireimis Leguen de Varona Multidisciplinaria (Ciencias Naturales y Exactas) data accuracy algorithm experimental Classification This paper presents an experimental study of K* algorithm, which was compared with five classification algorithms of the top ten data mining algorithms identified by the IEEE International Conference on Data Mining (ICDM), which are C4.5, SVM, kNN, Naive Bayes and CART. The experimental results show a satisfactory performance of K* algorithm in comparison with these approaches. 2016 artículo científico 1900-2351 https://www.redalyc.org/articulo.oa?id=607866466006 en http://www.redalyc.org/revista.oa?id=6078 Revista Politécnica application/pdf Politécnico Colombiano Jaime Isaza Cadavid Revista Politécnica (Colombia) Num.23 Vol.12 |
| format | Artículo científico |
| id | redalyc_607866466006 |
| institution | Redalyc |
| language | en |
| publishDate | 2016 |
| publisher | Politécnico Colombiano Jaime Isaza Cadavid |
| spellingShingle | STUDY OF THE PERFORMANCE OF THE K* ALGORITHM IN INTERNATIONAL DATABASES Yoan Martínez-López Multidisciplinaria (Ciencias Naturales y Exactas) data accuracy algorithm experimental Classification STUDY OF THE PERFORMANCE OF THE K* ALGORITHM IN INTERNATIONAL DATABASES Yoan Martínez-López Julio Madera-Quintana Ireimis Leguen de Varona Multidisciplinaria (Ciencias Naturales y Exactas) data accuracy algorithm experimental Classification This paper presents an experimental study of K* algorithm, which was compared with five classification algorithms of the top ten data mining algorithms identified by the IEEE International Conference on Data Mining (ICDM), which are C4.5, SVM, kNN, Naive Bayes and CART. The experimental results show a satisfactory performance of K* algorithm in comparison with these approaches. 2016 artículo científico 1900-2351 https://www.redalyc.org/articulo.oa?id=607866466006 en http://www.redalyc.org/revista.oa?id=6078 Revista Politécnica application/pdf Politécnico Colombiano Jaime Isaza Cadavid Revista Politécnica (Colombia) Num.23 Vol.12 |
| title | STUDY OF THE PERFORMANCE OF THE K* ALGORITHM IN INTERNATIONAL DATABASES |
| topic | Multidisciplinaria (Ciencias Naturales y Exactas) data accuracy algorithm experimental Classification |
| url | https://www.redalyc.org/articulo.oa?id=607866466006 |