VF-Pred: Predicting virulence factor using sequence alignment percentage and ensemble learning models.
Shreya SinghNguyen-Quoc-Khanh LeCheng WangPublished in: Comput. Biol. Medicine (2024)
Keyphrases
- protein sequences
- learning models
- sequence alignment
- learning algorithm
- amino acids
- machine learning
- learning tasks
- semi supervised learning
- protein structure
- loss function
- machine learning algorithms
- conditional random fields
- neural network
- learning problems
- classification models
- natural language processing
- pairwise
- feature selection
- higher order
- hidden markov models
- learning process
- feature extraction
- e learning
- data sets
- comparative genomics