Learning to Classify DWDM Optical Channels from Tiny and Imbalanced Data.
Pawel CichoszStanislaw KozdrowskiSlawomir SujeckiPublished in: Entropy (2021)
Keyphrases
- learning to classify
- imbalanced data
- text classification
- learning from imbalanced data
- ensemble methods
- class distribution
- linear regression
- support vector machine
- feature selection
- sampling methods
- imbalanced datasets
- classification models
- decision trees
- svm classifier
- class imbalance
- random forest
- ensemble learning
- labeled data
- base classifiers
- semi supervised
- classification accuracy
- benchmark datasets
- high dimensional
- prediction accuracy