NLLSS: Predicting Synergistic Drug Combinations Based on Semi-supervised Learning.
Xing ChenBiao RenMing ChenQuanxin WangLixin ZhangGuiying YanPublished in: PLoS Comput. Biol. (2016)
Keyphrases
- semi supervised learning
- semi supervised
- unlabeled data
- labeled data
- supervised learning
- unsupervised learning
- semi supervised classification
- machine learning
- co training
- training data
- learning problems
- active learning
- manifold regularization
- regularization framework
- transfer learning
- graph based semi supervised learning
- semi supervised learning algorithms
- label propagation
- semi supervised learning methods
- learning models
- labeled examples
- pairwise
- text classification
- multi view learning
- improve the classification accuracy
- computer vision
- transductive support vector machine
- data mining
- labeled and unlabeled data
- class labels
- decision trees
- object recognition
- training set
- high dimensional
- data points