AIPPT: Predicts anti-inflammatory peptides using the most characteristic subset of bases and sequences by stacking ensemble learning strategies.
Ruiqi LiuZilong ZhangXiuhao FuShankai YanFeifei CuiPublished in: BIBM (2023)
Keyphrases
- learning strategies
- ensemble learning
- base classifiers
- mass spectra
- online learning
- ensemble methods
- active learning
- tandem mass spectrometry
- combining classifiers
- computer based instruction
- combining multiple
- tandem mass spectra
- mass spectrometry data
- physicochemical properties
- multiple classifiers
- instructional materials
- training set
- training data
- mental models
- data mining
- ensemble classifier
- majority voting
- mass spectrometry
- learning mechanisms
- amino acids
- cooperative
- multimedia