Powershap: A Power-full Shapley Feature Selection Method.
Jarne VerhaegheM. Jeroen Van Der DoncktFemke OngenaeSofie Van HoeckePublished in: CoRR (2022)
Keyphrases
- feature selection
- significant improvement
- preprocessing
- pairwise
- high accuracy
- mutual information
- bayes classifier
- feature set
- method for feature selection
- experimental evaluation
- synthetic data
- support vector machine
- classification accuracy
- feature subset
- classification method
- clustering method
- edge detection
- probabilistic model
- computational cost
- dynamic programming
- cost function
- support vector
- similarity measure