Classification and Prediction of Antimicrobial Peptides Using N-gram Representation and Machine Learning.
Manal OthmanSujay RatnaAnant TewariAnthony M. KangKatherine DuIosif I. VaismanPublished in: BCB (2017)
Keyphrases
- n gram
- text classification
- machine learning
- language model
- language modeling
- feature selection
- language independent
- bag of words
- support vector machine
- word segmentation
- text classifiers
- decision trees
- text categorization
- classification accuracy
- variable length
- supervised learning
- language modelling
- prediction accuracy
- pattern classification
- image classification
- neural network
- artificial intelligence
- image representation
- viterbi algorithm
- inside outside algorithm
- text mining
- natural language
- data mining