A genetic algorithm-based weighted ensemble method for predicting transposon-derived piRNAs.
Dingfang LiLongqiang LuoWen ZhangFeng LiuFei LuoPublished in: BMC Bioinform. (2016)
Keyphrases
- ensemble methods
- prediction accuracy
- random forests
- benchmark datasets
- decision trees
- ensemble learning
- base classifiers
- generalization ability
- random forest
- machine learning methods
- classifier ensemble
- rotation forest
- feature subset
- text categorization
- preprocessing step
- artificial neural networks
- meta learning
- ensemble classifier
- feature selection
- subspace methods
- multilabel classification
- genetic algorithm