Determination of an optimal feature selection method based on maximum Shapley value.
Fatiha MokdadDjamel BouchaffraNabil ZerroukiAzzedine TouaziPublished in: ISDA (2015)
Keyphrases
- feature selection
- dynamic programming
- feature set
- objective function
- neural network
- detection method
- mutual information
- high accuracy
- minimum energy
- closed form
- clustering method
- cost function
- high dimensional
- pairwise
- preprocessing
- similarity measure
- clustering algorithm
- k means
- classification accuracy
- unsupervised learning
- classification method
- genetic algorithm
- exhaustive search
- machine learning