Feature selection and classifier performance on diverse bio- logical datasets.
Edward HemphillJames LindsayChih LeeIon I. MandoiuCraig E. NelsonPublished in: BMC Bioinform. (2014)
Keyphrases
- feature selection
- feature selection algorithms
- class imbalance
- text categorization
- microarray datasets
- wide variety
- information gain
- machine learning
- sampling methods
- feature space
- real world
- discriminative features
- benchmark datasets
- feature set
- multi class
- feature extraction
- high dimensionality
- classification accuracy
- clustering algorithm
- database
- unsupervised feature selection