ItLnc-BXE: A Bagging-XGBoost-Ensemble Method With Comprehensive Sequence Features for Identification of Plant lncRNAs.
Guangyan ZhangZiru LiuJichen DaiZilan YuShuai LiuWen ZhangPublished in: IEEE Access (2020)
Keyphrases
- ensemble methods
- benchmark datasets
- random forests
- decision trees
- prediction accuracy
- ensemble learning
- base classifiers
- ensemble classifier
- feature subset
- random forest
- majority voting
- feature vectors
- rotation forest
- classifier ensemble
- ensemble classification
- generalization ability
- machine learning methods
- ensemble members
- feature space
- decision tree ensembles
- multilabel classification
- feature extraction
- subspace methods
- feature set
- classification models
- image features
- concept drift
- neural network
- bias variance analysis
- loss function