Feature selection based on inference correlation.
Dengyao MoSamuel H. HuangPublished in: Intell. Data Anal. (2011)
Keyphrases
- feature selection
- feature selection algorithms
- text categorization
- mutual information
- machine learning
- support vector machine
- bayesian networks
- support vector
- irrelevant features
- probabilistic inference
- microarray data
- method for feature selection
- feature weighting
- high dimensionality
- feature set
- dimensionality reduction
- forward selection
- information gain
- bayesian inference
- classification accuracy
- selected features
- high correlation
- small sample
- data sets
- unsupervised learning
- unsupervised feature selection
- inference mechanism
- feature space
- discriminative features
- expert systems
- random fields
- multi class
- model selection