Deep forest ensemble learning for classification of alignments of non-coding RNA sequences based on multi-view structure representations.
Ying LiQi ZhangZhaoqian LiuCankun WangSiyu HanQin MaWei DuPublished in: Briefings Bioinform. (2021)
Keyphrases
- multi view
- ensemble learning
- generalization ability
- ensemble methods
- depth map
- feature selection
- semi supervised
- three dimensional
- support vector machine svm
- feature vectors
- feature space
- classification accuracy
- d objects
- decision trees
- support vector
- support vector machine
- rna sequences
- base classifiers
- feature extraction
- benchmark datasets
- unlabeled data
- unsupervised learning
- multi class
- high resolution
- reinforcement learning
- text classification
- random forest
- machine learning