Strangeness Minimisation Feature Selection with Confidence Machines.
Tony BellottiZhiyuan LuoAlexander GammermanPublished in: IDEAL (2006)
Keyphrases
- feature selection
- text categorization
- method for feature selection
- machine learning
- high confidence
- feature selection algorithms
- mutual information
- multi class
- feature set
- classification accuracy
- support vector
- unsupervised feature selection
- bayes classifier
- machine intelligence
- selecting relevant features
- support vector machine
- confidence measure
- feature weighting
- feature space
- information gain
- high dimensionality
- discriminative features
- active learning
- unsupervised learning
- model selection
- irrelevant features
- dimensionality reduction
- confidence scores
- redundant features
- data sets
- knn