Application of Transfer Learning and Ensemble Learning in Image-level Classification for Breast Histopathology.
Yuchao ZhengChen LiXiaomin ZhouHaoyuan ChenHao XuYixin LiHaiqing ZhangXiaoyan LiHongzan SunXinyu HuangMarcin GrzegorzekPublished in: CoRR (2022)
Keyphrases
- ensemble learning
- transfer learning
- image classification
- generalization ability
- learning tasks
- input image
- machine learning
- cross domain
- image segmentation
- text classification
- support vector
- ensemble methods
- machine learning algorithms
- similarity measure
- labeled data
- pattern recognition
- learning algorithm
- benchmark datasets
- unlabeled data
- semi supervised learning
- classification accuracy
- feature vectors
- information extraction
- face recognition
- machine learning methods
- active learning
- decision trees
- multi task
- data sets
- structure learning
- reinforcement learning
- text categorization
- semi supervised