Machine Learning Classification of Antimicrobial Peptides Using Reduced Alphabets.
Manal OthmanSujay RatnaAnant TewariAnthony M. KangIosif I. VaismanPublished in: BCB (2018)
Keyphrases
- machine learning
- pattern recognition
- text classification
- decision trees
- machine learning methods
- machine learning algorithms
- supervised machine learning
- supervised classification
- feature selection
- support vector
- data mining
- supervised learning
- machine learning approaches
- pattern classification
- amino acids
- classification accuracy
- model selection
- unsupervised learning
- computer vision
- feature extraction
- reinforcement learning
- image classification
- learning algorithm
- decision rules
- classification scheme
- automatic classification
- kernel methods
- feature space
- similarity search
- data analysis
- feature vectors