RFS: Efficient feature selection method based on R-value.
Jimin LeeNomin BatnyamSejong OhPublished in: Comput. Biol. Medicine (2013)
Keyphrases
- feature selection
- significant improvement
- experimental evaluation
- high precision
- cost function
- computational cost
- classification accuracy
- method for feature selection
- informative features
- synthetic data
- detection method
- mutual information
- feature set
- high accuracy
- support vector machine
- neural network
- preprocessing
- objective function
- similarity measure
- multi class
- k means
- artificial neural networks
- pairwise
- text classification
- feature space
- missing data
- correlation coefficient
- bayesian networks
- pointwise mutual information