Similarity-based attribute weighting methods via clustering algorithms in the classification of imbalanced medical datasets.
Kemal PolatPublished in: Neural Comput. Appl. (2018)
Keyphrases
- benchmark datasets
- classification method
- machine learning methods
- uci machine learning repository
- machine learning algorithms
- preprocessing
- clustering algorithm
- medical experts
- text classification
- classification systems
- imbalanced datasets
- microarray datasets
- medical domain
- feature selection
- roc curve
- cost sensitive
- spectral clustering
- classification accuracy
- feature extraction
- data sets