Random Local SVMs for Classifying Large Datasets.
Thanh-Nghi DoFrançois PouletPublished in: FDSE (2015)
Keyphrases
- support vector
- feature selection
- multi class
- imbalanced datasets
- linear svm
- accurate classifiers
- imbalanced data
- machine learning
- genetic algorithm
- neural network
- knn
- sparse kernel
- sampling methods
- training support vector machines
- maximum margin
- support vectors
- training dataset
- generalization ability
- hyperplane
- kernel methods
- classification algorithm
- benchmark datasets
- support vector machine svm
- support vector machine
- classification accuracy