Powershap: A Power-Full Shapley Feature Selection Method.
Jarne VerhaegheM. Jeroen Van Der DoncktFemke OngenaeSofie Van HoeckePublished in: ECML/PKDD (1) (2022)
Keyphrases
- objective function
- computational cost
- experimental evaluation
- feature selection
- method for feature selection
- detection method
- mutual information
- cost function
- significant improvement
- preprocessing
- feature set
- similarity measure
- clustering method
- neural network
- markov random field
- unsupervised learning
- decision trees
- synthetic data
- segmentation method
- classification method
- high precision
- optimization method
- conditional mutual information