Ensemble learning for prediction of the bioactivity capacity of herbal medicines from chromatographic fingerprints.
Hao ChenJosiah PoonSimon K. PoonLizhi CuiKei FanDaniel Man-yuen SzePublished in: BMC Bioinform. (2015)
Keyphrases
- ensemble learning
- ensemble methods
- ensemble classifier
- prediction accuracy
- generalization ability
- random forest
- prediction model
- traditional chinese medicine
- feature selection
- concept drift
- mutual subspace method
- unlabeled data
- classification algorithm
- labeled data
- text mining
- support vector
- feature extraction
- decision trees
- data mining