Value-Aware Resampling and Loss for Imbalanced Classification.
Li SunJie SongCheng HuaChengchao ShenMingli SongPublished in: CSAE (2018)
Keyphrases
- pattern recognition
- classification accuracy
- class imbalance
- image classification
- classification scheme
- classification algorithm
- classification method
- pattern classification
- supervised learning
- automatic classification
- classification systems
- support vector
- decision trees
- hypothesis testing
- benchmark data sets
- imbalanced datasets
- machine learning algorithms
- machine learning
- model selection
- text classification
- preprocessing
- feature extraction
- benchmark datasets
- cross validation
- support vector machine svm
- machine learning methods
- classification rules
- classification models
- class distribution
- multi class
- support vector machine
- feature vectors
- feature selection