Sequence-based Prediction of Antimicrobial Peptides with CatBoost Classifier.
Jen-Chieh YuKuan NiChing-Tai ChenPublished in: BIBE (2022)
Keyphrases
- ensemble classifier
- prediction accuracy
- sequence prediction
- training data
- feature selection
- prediction model
- training set
- prediction error
- prediction algorithm
- svm classifier
- hiv protease
- mass spectrometry data
- support vector machine
- sequence analysis
- classification method
- support vector
- feature extraction
- classification scheme
- learning classifier systems
- classification process
- classification algorithm
- machine learning
- training samples
- input data
- learning algorithm