Fast Estimation Method for the Stability of Ensemble Feature Selectors.
Rina OndaZhengyan GaoMasaaki KoteraKenta OonoPublished in: CoRR (2021)
Keyphrases
- high precision
- detection method
- preprocessing
- parameter estimation
- clustering method
- computational complexity
- estimation accuracy
- computational cost
- probabilistic model
- maximum likelihood estimation
- segmentation method
- high accuracy
- classification method
- feature representation
- monte carlo simulation
- estimation algorithm
- computationally efficient
- stability analysis
- multiple classifiers
- support vector machine svm
- data sets
- feature set
- edge detection
- least squares
- support vector machine
- classification accuracy
- significant improvement
- similarity measure
- machine learning