The Performance Index of Convolutional Neural Network-Based Classifiers in Class Imbalance Problem.
Yanchen LiuKing Wai Chiu LaiPublished in: Pattern Recognit. (2023)
Keyphrases
- class imbalance
- majority class
- minority class
- imbalanced data sets
- class distribution
- imbalanced data
- active learning
- class imbalanced
- multi class problems
- feature selection
- cost sensitive
- cost sensitive learning
- imbalanced datasets
- neural network
- training data
- test set
- sampling methods
- training set
- concept drift
- class labels
- high dimensionality
- rare class
- decision trees
- decision boundary
- data sets
- support vector
- training examples
- machine learning algorithms
- feature set
- test data
- machine learning
- imbalanced class distribution
- index structure
- linear classifiers
- high dimensional data
- nearest neighbour
- principal component analysis
- training samples
- ensemble learning
- learning algorithm