Linear Vector Classification: An Improvement on LVQ Algorithms to Create Classes of Patterns.
Michel VerleysenPhilippe ThissenJean-Didier LegatPublished in: IWANN (1993)
Keyphrases
- classification algorithm
- learning vector quantization
- machine learning
- pattern recognition
- classification method
- benchmark datasets
- machine learning algorithms
- feature vectors
- machine learning methods
- classification accuracy
- supervised learning
- decision trees
- data mining techniques
- classification trees
- pattern classification
- jumping emerging patterns
- unsupervised learning
- image classification
- training set
- feature selection
- preprocessing
- support vector
- feature extraction
- neural network
- semi supervised
- data mining
- dimensionality reduction methods
- nearest neighbour
- classification scheme
- cost sensitive
- computational complexity
- feature space
- support vector machine svm
- significant improvement
- model selection