Flexible design of multiple metagenomics classification pipelines with UGENE.
Rebecca RoseOlga GolosovaDmitrii SukhomlinovAleksey TiunovMattia C. F. ProsperiPublished in: Bioinform. (2019)
Keyphrases
- case study
- machine learning
- classification process
- decision rules
- feature selection
- decision trees
- engineering design
- automatic classification
- classification accuracy
- pattern classification
- software architecture
- classification scheme
- design decisions
- image classification
- supervised learning
- user interface
- pattern recognition
- support vector
- learning algorithm
- genetic algorithm
- multiple classes
- classification systems
- sequence data
- highly flexible
- cost sensitive
- modular design
- classification method
- class labels
- design process
- support vector machine svm
- lightweight
- unsupervised learning
- text classification
- software engineering
- semi supervised
- support vector machine
- feature space