A Deep Ensemble Predictor for Identifying Anti-Hypertensive Peptides Using Pretrained Protein Embedding.
Yuanying ZhuangXiangrong LiuYue ZhongLongxin WuPublished in: IEEE ACM Trans. Comput. Biol. Bioinform. (2022)
Keyphrases
- amino acids
- mass spectrometry data
- tandem mass spectra
- mass spectrometry
- mass spectra
- neural network
- protein sequences
- physicochemical properties
- tandem mass spectrometry
- ms ms
- protein structure prediction
- random forests
- protein structure
- ensemble methods
- training data
- pattern classification
- high throughput
- ensemble learning
- random forest
- base classifiers
- protein function
- amino acid sequences
- decision trees
- machine learning
- secondary structure
- classifier ensemble
- protein folding
- contact map
- fine grained
- multi class
- feature selection
- learning algorithm