TYGS and LPSN: a database tandem for fast and reliable genome-based classification and nomenclature of prokaryotes.
Jan P. Meier-KolthoffJoaquim Sardà CarbasseRosa L. Peinado-OlarteMarkus GökerPublished in: Nucleic Acids Res. (2022)
Keyphrases
- database
- databases
- classification accuracy
- database systems
- classification scheme
- classification method
- machine learning methods
- pattern classification
- classification models
- relational databases
- automatic classification
- text classification
- classification algorithm
- cost effective
- support vector machine
- pattern recognition
- feature extraction
- image classification
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- training set
- database management systems
- feature space
- class labels
- decision trees
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- decision rules
- svm classifier
- benchmark datasets
- database applications
- unsupervised learning
- model selection
- multi class
- data model
- feature vectors