Hierarchical Sampling for Multi-Instance Ensemble Learning.
Hanning YuanMeng FangXingquan ZhuPublished in: IEEE Trans. Knowl. Data Eng. (2013)
Keyphrases
- ensemble learning
- multi instance
- real valued
- ensemble methods
- multi label
- random forest
- semi supervised learning
- generalization ability
- unlabeled data
- base classifiers
- binary classification
- imbalanced data
- concept drift
- multi class
- minority class
- feature selection
- semi supervised
- object segmentation
- prediction accuracy
- learning algorithm
- nearest neighbor