Risk Estimation and Feature Selection.
Gauthier DoquireBenoît FrénayMichel VerleysenPublished in: ESANN (2013)
Keyphrases
- feature selection
- text categorization
- decision making
- feature selection algorithms
- support vector
- mutual information
- method for feature selection
- data sets
- irrelevant features
- estimation accuracy
- risk assessment
- information gain
- microarray data
- model selection
- least squares
- classification accuracy
- similarity measure
- text classification
- robust estimation
- neural network
- minimum risk
- risk measures
- risk averse
- machine learning
- risk analysis
- genetic algorithm
- accurate estimation
- active learning
- risk management
- multi class
- parameter estimation
- feature set