Hybrid classification algorithms based on instance filtering.
Tzu-Tsung WongNai-Yu YangGuo-Hong ChenPublished in: Inf. Sci. (2020)
Keyphrases
- pattern recognition
- classification algorithm
- benchmark datasets
- machine learning algorithms
- sufficient training data
- noise filtering
- uci machine learning repository
- computational complexity
- computational cost
- optimization problems
- learning algorithm
- hybrid approaches
- filtering algorithm
- orders of magnitude
- significant improvement
- data structure
- theoretical analysis
- support vector machine svm
- unsupervised learning
- classification accuracy
- feature vectors
- times faster
- pattern classification
- classification models
- automatic classification
- classification scheme
- search algorithm
- image processing
- feature selection
- machine learning