A Probabilistic Approach to Feature Selection - A Filter Solution.
Huan LiuRudy SetionoPublished in: ICML (1996)
Keyphrases
- feature selection
- mutual information
- machine learning
- probabilistic logic
- optimal solution
- bayesian networks
- preprocessing step
- generative model
- data sets
- face recognition
- linear equations
- feature weighting
- feature selection algorithms
- information gain
- gene expression data
- text categorization
- learning algorithm
- principal component analysis
- support vector machine
- knn
- probabilistic model
- support vector
- decision trees