Toward a Fundamental Theory of Optimal Feature Selection: Part I.
Salvatore D. MorgeraLokesh DattaPublished in: IEEE Trans. Pattern Anal. Mach. Intell. (1984)
Keyphrases
- feature selection
- feature subset
- markov decision
- optimal solution
- dynamic programming
- mutual information
- feature set
- machine learning
- theoretical framework
- text categorization
- closed form
- feature selection algorithms
- data sets
- worst case
- text classification
- support vector machine
- gene expression data
- knowledge base
- classification models
- multi task
- general theory
- irrelevant features
- principal agent