Alternative feature selection procedures for particle classification by pattern recognition techniques.
Giuseppe BonifaziPaolo MassacciGiacomo PatriziPublished in: Recent Issues in Pattern Analysis and Recognition (1989)
Keyphrases
- pattern recognition
- feature selection
- feature extraction
- machine learning
- classification accuracy
- support vector machine svm
- pattern classification
- classification models
- feature set
- pattern analysis
- computer vision
- feature space
- pattern recognition problems
- dimensionality reduction
- support vector
- text classification
- signal processing
- image processing
- feature selection algorithms
- high dimensionality
- discriminative features
- data mining and pattern recognition
- bayes classifier
- unsupervised learning
- model selection
- image analysis
- method for feature selection
- classification performances
- text categorization
- classification rate
- irrelevant features
- accurate classification
- feature subset selection
- bayesian classifier
- neural network
- automatic relevance determination
- web page classification
- feature vectors
- small sample
- fold cross validation
- classification algorithm
- rough sets
- feature weighting
- ensemble classifier
- multi task
- machine learning algorithms
- microarray data
- class labels
- classification method