Fast Feature Selection Using Partial Correlation for Multi-vaslued Attributes.
Stéphane LallichRicco RakotomalalaPublished in: PKDD (2000)
Keyphrases
- feature selection
- irrelevant attributes
- text categorization
- multi attribute
- support vector machine
- feature space
- dimensionality reduction
- neural network
- mutual information
- feature selection algorithms
- multi class
- selected features
- feature weighting
- unsupervised feature selection
- feature relevance
- machine learning
- correlation coefficient
- high dimensionality
- attribute values
- classification accuracy
- support vector
- feature subset
- classification models
- text classification
- feature set
- power law
- artificial neural networks
- learning algorithm
- information retrieval