Generalization of metric classification algorithms for sequences classification and labelling.
Roman SamarevAndrey VasnetsovElizaveta SmelkovaPublished in: CoRR (2016)
Keyphrases
- classification algorithm
- benchmark datasets
- pattern classification
- support vector
- classification accuracy
- feature vectors
- pattern recognition
- automatic classification
- hidden markov models
- machine learning methods
- computationally efficient
- unsupervised learning
- feature extraction
- classification scheme
- classification systems
- lower bound
- feature space
- support vector machine
- neural network
- image classification
- generalization ability
- data structure
- classification process
- machine learning algorithms
- class labels
- learning algorithm
- uci machine learning repository
- data mining techniques
- decision rules
- text classification
- computational cost
- significant improvement
- training set
- training data
- genetic algorithm