MMEnsemble: Imbalanced Classification Framework Using Metric Learning and Multi-sampling Ratio Ensemble.
Takahiro KomamizuPublished in: DEXA (2) (2021)
Keyphrases
- metric learning
- distance metric learning
- distance metric
- multi task
- nearest neighbor classification
- imbalanced data
- classification accuracy
- decision trees
- feature space
- feature extraction
- kernel learning
- training set
- machine learning and pattern recognition
- image classification
- pairwise
- pattern recognition
- feature selection
- ensemble methods
- semi supervised
- gender classification
- class imbalance
- mahalanobis metric
- machine learning
- ensemble learning
- multi label
- distance function
- text classification
- dimensionality reduction