HMD-AMP: Protein Language-Powered Hierarchical Multi-label Deep Forest for Annotating Antimicrobial Peptides.
Qinze YuZhihang DongXingyu FanLicheng ZongYu LiPublished in: CoRR (2021)
Keyphrases
- multi label
- hierarchical text categorization
- amino acids
- mass spectrometry data
- mass spectrometry
- tandem mass spectra
- text categorization
- multi label classification
- protein function prediction
- mass spectra
- image annotation
- graph cuts
- image classification
- multi label learning
- binary classification
- protein sequences
- text classification
- high throughput
- class labels
- physicochemical properties
- ms ms
- tandem mass spectrometry
- protein structure
- protein protein interactions
- protein function
- label assignment
- prior knowledge
- microarray
- classification accuracy