Lazy Analogical Classification: Optimization and Precision Issues.
William Correa BeltranHélène JaudoinOlivier PivertPublished in: SUM (2014)
Keyphrases
- pattern recognition
- classification accuracy
- pattern classification
- automatic classification
- support vector machine
- benchmark datasets
- support vector
- machine learning
- high precision
- image classification
- classification scheme
- training set
- supervised learning
- classification process
- training data
- optimization algorithm
- decision rules
- feature selection
- global optimization
- optimization method
- supervised classification
- constrained optimization
- key issues
- data mining
- kernel machines
- classification rules
- machine learning methods
- training samples
- unsupervised learning
- rough sets
- multi objective
- feature vectors
- preprocessing
- decision trees