Classification Performance Boosting for Interpolation Kernel Machines by Training Set Pruning Using Genetic Algorithm.
Jiaqi ZhangXiaoyi JiangPublished in: ICPRAM (2024)
Keyphrases
- kernel machines
- training set
- genetic algorithm
- support vector
- classification accuracy
- support vector machine
- convex combinations
- supervised learning
- classification algorithm
- decision stumps
- training samples
- feature selection
- svm classifier
- decision trees
- class labels
- feature space
- learning machines
- semi supervised learning
- machine learning
- learning algorithm
- multiple kernel learning
- weak classifiers
- cross validation
- kernel function
- text classification
- semi supervised
- model selection
- nearest neighbor
- labeled and unlabeled data
- pattern recognition
- learning problems
- training data
- image classification
- decision boundary
- kernel learning
- active learning