Surveying alignment-free features for Ortholog detection in related yeast proteomes by using supervised big data classifiers.
Deborah GalpertAlberto FernándezFrancisco HerreraAgostinho AntunesReinaldo Molina RuizGuillermín Agüero-ChapínPublished in: BMC Bioinform. (2018)
Keyphrases
- big data
- feature set
- supervised classification
- discriminative classifiers
- cloud computing
- social media
- learning algorithm
- feature selection
- supervised classifiers
- association rules
- big data analytics
- data science
- vast amounts of data
- high throughput
- data processing
- data management
- semi supervised
- data analysis
- information processing
- feature subset
- training set
- database systems
- decision making
- information systems
- machine learning