IMBoost: A New Weighting Factor for Boosting to Improve the Classification Performance of Imbalanced Data
Imbalanced datasets pose significant challenges in the field of machine learning, as they consist of samples where one class (majority) dominates over the other class (minority). Although AdaBoost is a popular ensemble method known for its good performance in addressing various problems, it fails wh...
| Autores principales: | , , , |
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| Formato: | Artículo |
| Lenguaje: | English |
| Publicado: |
Wiley
2023-01-01
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| Colección: | Complexity |
| Acceso en línea: | http://dx.doi.org/10.1155/2023/2176891 |