A New Loss Function for Traffic Classification Task on Dramatic Imbalanced Datasets.
Luyang XuXu ZhouXifeng LinYongmao RenYifang QinJun LiuPublished in: ICC (2020)
Keyphrases
- loss function
- imbalanced datasets
- support vector
- cost sensitive learning
- class imbalance
- pairwise
- decision trees
- learning models
- class distribution
- training dataset
- image classification
- support vector machine
- text classification
- sampling methods
- classification algorithm
- imbalanced data
- generalization ability
- pattern classification
- classification models
- cost sensitive
- machine learning
- support vector machine svm
- multi class
- training data
- ensemble methods
- feature selection algorithms
- training samples
- misclassification costs
- data points
- feature selection