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Prediction of Breast Cancer from Imbalance Respect Using Cluster-Based Undersampling Method
To overcome the two-class imbalanced problem existing in the diagnosis of breast cancer, a hybrid of K-means and Boosted C5.0 (K-Boosted C5.0) is proposed which is based on undersampling. K-means is utilized to select the informative samples near the boundary. During the training phase, the K-means...
| Autores principales: | , , |
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| Formato: | Online Artículo Texto |
| Lenguaje: | English |
| Publicado: |
Hindawi
2019
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| Materias: | |
| Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6817921/ https://www.ncbi.nlm.nih.gov/pubmed/31737241 http://dx.doi.org/10.1155/2019/7294582 |