Tomek Link and SMOTE Approaches for Machine Fault Classification with an Imbalanced Dataset.
Elsie Fezeka SwanaWesley DoorsamyPitshou N. BokoroPublished in: Sensors (2022)
Keyphrases
- imbalanced datasets
- class distribution
- cost sensitive learning
- class imbalance
- feature selection algorithms
- sampling methods
- rare class
- imbalanced data
- imbalanced data sets
- classification accuracy
- machine learning
- machine learning methods
- benchmark datasets
- data sets
- support vector
- text classification
- ensemble methods
- cost sensitive
- pattern classification
- classification models
- generalization ability
- support vector machine svm
- rough sets
- misclassification costs
- support vector machine
- feature vectors
- training set
- feature extraction
- decision rules