MISSEL: a method to identify a large number of small species-specific genomic subsequences and its application to viruses classification.
Giulia FisconEmanuel WeitschekEleonora CellaAlessandra Lo PrestiMarta GiovanettiMuhammed Babakir-MinaMarco CiottiMassimo CiccozziAlessandra PierangeliPaola BertolazziGiovanni FeliciPublished in: BioData Min. (2016)
Keyphrases
- classification method
- preprocessing
- classification accuracy
- small number
- computational complexity
- classification algorithm
- unsupervised learning
- classification process
- machine learning methods
- segmentation method
- detection method
- clustering method
- support vector machine svm
- data sets
- support vector machine
- significant improvement
- cross validation
- decision rules
- pattern classification
- benchmark data sets
- classification scheme
- image classification
- high accuracy
- probabilistic model
- pairwise
- training set
- objective function
- face recognition
- classification rate
- neural network