Improving prediction accuracy of drug activities by utilising unlabelled instances with feature selection.
Guo-Zheng LiJack Y. YangWen-Cong LuDan LiMary Qu YangPublished in: Int. J. Comput. Biol. Drug Des. (2008)
Keyphrases
- prediction accuracy
- feature selection
- improve the prediction accuracy
- predictive accuracy
- instance selection
- ensemble methods
- predictive power
- selecting relevant features
- text categorization
- feature set
- mutual information
- web page prediction
- feature selection algorithms
- feature subset
- activity recognition
- multi class
- semi supervised learning
- human activities
- dimensionality reduction
- classification accuracy
- feature extraction
- text classification
- class labels
- information gain
- estimation accuracy
- machine learning
- information extraction
- support vector machine
- selected features
- support vector