Fault diagnosis method via one vs rest evidence classifier considering imprecise feature samples.
Xiaobin XuHaohao GuoZhenjie ZhangPengfei ShiWenguang HuangXiaoding LiGeorg BrunauerPublished in: Appl. Soft Comput. (2024)
Keyphrases
- training samples
- feature set
- optimum path forest
- small sample
- training set
- feature values
- training examples
- data sets
- selection scheme
- test sample
- input features
- feature selection
- support vector machine
- uncertain information
- training dataset
- combination rule
- feature extractor
- feature subset
- linear classifiers
- representative samples
- learning algorithm
- nearest neighbor classifier
- sample set
- bayesian classifier
- belief functions
- test data
- classification method
- feature vectors
- support vector
- training data
- feature extraction
- improve the recognition accuracy
- avoid overfitting
- weak classifiers
- classifier ensemble
- sampling methods
- selection criterion
- feature maps
- nearest neighbour
- multiple features
- neural network