Exploring Cost-Sensitive Learning in Domain Based Protein-Protein Interaction Prediction.
Weizhao GuoYong HuMei LiuJian YinKang XieXiaobo YangPublished in: ISNN (4) (2009)
Keyphrases
- cost sensitive learning
- protein protein interactions
- cost sensitive
- protein interaction
- predicting protein
- computational methods
- prediction accuracy
- misclassification costs
- missing values
- high throughput
- probability estimation
- active learning
- functional modules
- protein complexes
- class imbalance
- biological data
- network analysis
- class distribution
- data sets
- network topology
- text mining
- multi class
- feature space
- data analysis
- decision trees