Feature Selection for Propositionalization.
Mark-A. KrogelStefan WrobelPublished in: Discovery Science (2002)
Keyphrases
- knn
- feature selection
- text categorization
- feature construction
- text classification
- support vector machine
- random forests
- mutual information
- information gain
- microarray data
- support vector
- data sets
- dimensionality reduction
- irrelevant features
- feature weighting
- rule learning
- classification accuracy
- feature extraction
- machine learning
- neural network
- method for feature selection
- redundant features
- dimension reduction
- high dimensionality
- model selection
- multi class
- feature subset
- data representation
- relational learning
- selected features
- high dimensional data
- discriminative features
- small sample
- image registration
- active learning
- forward selection
- evolutionary algorithm