Empowering multi-class medical data classification by Group-of-Single-Class-predictors and transfer optimization: Cases of structured dataset by machine learning and radiological images by deep learning.
Tengyue LiSimon FongSabah MohammedJinan FiaidhiSteven GuanVictor ChangPublished in: Future Gener. Comput. Syst. (2022)
Keyphrases
- multi class
- single class
- machine learning
- support vector machine
- multiple classes
- binary classifiers
- image classification
- binary classification
- feature selection
- multi class classification
- classification error
- input image
- cost sensitive
- image features
- class probabilities
- object recognition
- object detection
- medical images
- pairwise
- model selection
- unsupervised learning
- decision trees
- target class
- base classifiers
- multi label classification
- intra class
- text classification
- image annotation
- test images
- classification algorithm
- learning algorithm
- data mining
- object detectors
- data sets
- text mining
- active learning
- reinforcement learning