Direct Metric Optimization for Imbalanced Classification.
Yash TravadiLe PengYing CuiJu SunPublished in: ICHI (2023)
Keyphrases
- support vector
- decision trees
- imbalanced data sets
- classification scheme
- pattern recognition
- class imbalance
- automatic classification
- optimization algorithm
- pattern classification
- optimization problems
- image classification
- class labels
- training samples
- machine learning
- classification algorithm
- svm classifier
- machine learning algorithms
- support vector machine svm
- model selection
- text classification
- multi class
- support vector machine
- distance measure
- classification method
- optimization method
- classification error
- knn
- evolutionary algorithm
- feature extraction
- training set