Computational prediction and interpretation of both general and specific types of promoters in Escherichia coli by exploiting a stacked ensemble-learning framework.
Fuyi LiJinxiang ChenZongyuan GeYa WenYanwei YueMorihiro HayashidaAbdelkader BaggagHalima BensmailJiangning SongPublished in: Briefings Bioinform. (2021)
Keyphrases
- escherichia coli
- ensemble learning
- ensemble methods
- ensemble classifier
- regulatory networks
- prediction model
- generalization ability
- mutual subspace method
- data sets
- random forest
- base classifiers
- classification algorithm
- gene expression
- prediction accuracy
- text categorization
- object oriented
- probabilistic model
- prior knowledge