Graph-Based Active Machine Learning Method for Diverse and Novel Antimicrobial Peptides Generation and Selection.
Bonaventure F. P. DossouDianbo LiuXu JiMoksh JainAlmer M. van der SlootRoger PalouMichael TyersYoshua BengioPublished in: CoRR (2022)
Keyphrases
- machine learning
- machine learning methods
- experimental evaluation
- cost function
- generation method
- high accuracy
- support vector machine
- probabilistic model
- dynamic programming
- significant improvement
- pairwise
- pattern recognition
- support vector machine svm
- clustering method
- high precision
- statistical methods
- synthetic data
- classification accuracy
- detection method
- natural language processing
- computational cost
- preprocessing
- objective function
- feature selection