Data Augmentation Classifier for Imbalanced Fault Classification.
Xiaoyu JiangZhiqiang GePublished in: IEEE Trans Autom. Sci. Eng. (2021)
Keyphrases
- training data
- data sets
- support vector
- classification scheme
- training set
- machine learning
- class labels
- classification accuracy
- data analysis
- support vector machine
- classification process
- extracted features
- pattern classification
- single class
- classification method
- training samples
- input data
- classification decisions
- training examples
- roc curve
- training dataset
- data sources
- class membership
- sufficient training data
- multiple classifiers
- individual classifiers
- binary classification problems
- classification trees
- bayesian classifier
- class imbalance
- original data
- missing values
- feature extraction