Evaluation of SMOTE for High-Dimensional Class-Imbalanced Microarray Data.
Rok BlagusLara LusaPublished in: ICMLA (2) (2012)
Keyphrases
- microarray data
- class imbalanced
- high dimensional
- microarray
- feature selection
- class imbalance
- gene expression data
- instance selection
- gene expression
- data sets
- cluster analysis
- nearest neighbor
- high dimensionality
- class distribution
- minority class
- dimensionality reduction
- classification accuracy
- active learning
- variable selection
- pairwise
- probability estimation
- decision trees
- imbalanced data
- machine learning