Gradient descent evolved imbalanced data gravitation classification with an application on Internet video traffic identification.
Anqi TengLizhi PengYuxi XieHaibo ZhangZhenxiang ChenPublished in: Inf. Sci. (2020)
Keyphrases
- imbalanced data
- classification models
- decision trees
- classification accuracy
- class imbalance
- imbalanced datasets
- imbalanced data sets
- support vector machine
- decision rules
- machine learning
- pattern recognition
- support vector
- image classification
- feature extraction
- ensemble methods
- minority class
- random forest
- feature selection
- svm classifier
- machine learning algorithms
- supervised learning
- feature subset
- linear regression
- loss function
- benchmark datasets
- class distribution
- sampling methods
- support vector machine svm
- feature set
- active learning