Feature selection and thyroid nodule classification using transfer learning.
Tianjiao LiuShuaining XieYukang ZhangJing YuLijuan NiuWeidong SunPublished in: ISBI (2017)
Keyphrases
- transfer learning
- feature selection
- text classification
- machine learning
- classification accuracy
- text categorization
- learning tasks
- multi task
- feature extraction
- machine learning algorithms
- labeled data
- cross domain text classification
- support vector machine
- support vector
- knowledge transfer
- lung nodules
- feature set
- cross domain learning
- feature space
- semi supervised learning
- classification models
- reinforcement learning
- decision trees
- supervised learning
- cross domain
- active learning
- multi task learning
- domain adaptation
- learning algorithm
- transfer knowledge
- manifold alignment
- multi class
- sentiment classification
- target domain
- class labels
- feature vectors
- unlabeled data
- document classification
- feature subset
- multi label
- label information
- k nearest neighbor
- knn
- dimensionality reduction