LMNNB: Two-in-One imbalanced classification approach by combining metric learning and ensemble learning.
Shaojie QiaoNan HanFaliang HuangKun YueTao WuYugen YiRui MaoChang-an YuanPublished in: Appl. Intell. (2022)
Keyphrases
- ensemble learning
- metric learning
- generalization ability
- ensemble classifier
- ensemble methods
- pattern recognition
- feature space
- support vector machine svm
- classification accuracy
- decision trees
- learning tasks
- distance metric
- semi supervised
- classification algorithm
- class imbalance
- pairwise
- support vector
- dimensionality reduction
- support vector machine
- machine learning
- data sets
- benchmark datasets
- class labels
- classification models
- concept drift
- multi task
- feature selection
- learning algorithm
- distance function
- unsupervised learning
- model selection