Classification of Imbalanced Data Using Deep Learning with Adding Noise.
Wan-Wei FanChing-Hung LeePublished in: J. Sensors (2021)
Keyphrases
- imbalanced data
- deep learning
- unsupervised learning
- machine learning
- support vector machine
- classification models
- class imbalance
- feature extraction
- support vector
- classification accuracy
- linear regression
- feature selection
- decision boundary
- support vector machine svm
- decision trees
- pattern recognition
- machine learning methods
- class distribution
- image classification
- sampling methods
- feature space
- high dimensionality
- classification algorithm
- svm classifier
- class labels
- feature set
- active learning
- random forest
- ensemble learning
- ensemble classifier
- training data
- text classification