Taxonomic Classification at the Strain Level using a Species-of-Interest $\boldsymbol{k}$-mer Database.
Mladen R. RasicAhmed A. MetwallyPatricia W. FinnDavid L. PerkinsPublished in: BHI (2019)
Keyphrases
- database
- databases
- classification algorithm
- database management systems
- classification accuracy
- pattern recognition
- support vector
- classification models
- supervised learning
- pattern classification
- decision trees
- classification systems
- feature vectors
- automatic classification
- machine learning
- support vector machine svm
- database applications
- benchmark datasets
- classification rules
- classification method
- training data
- text classification
- image classification
- database systems
- class labels
- decision rules
- training samples
- machine learning methods
- data management
- support vector machine
- database queries
- classification scheme
- feature extraction