Effect of simple ensemble methods on protein secondary structure prediction.
Hafida BouzianeBelhadri MessabihAbdallah ChouarfiaPublished in: Soft Comput. (2015)
Keyphrases
- ensemble methods
- protein secondary structure prediction
- prediction accuracy
- ensemble learning
- random forests
- decision trees
- machine learning methods
- benchmark datasets
- bootstrap sampling
- training data
- protein secondary structure
- random forest
- generalization ability
- base classifiers
- drifting concepts
- imbalanced data
- ensemble classifier
- data sets
- evolutionary algorithm
- trade off
- learning algorithm