To compare the performance of prokaryotic taxonomy classifiers using curated 16S full-length rRNA sequences.
Yuan-Mao HungWei-Ni LyuMing-Lin TsaiChiang-Lin LiuLiang-Chuan LaiMong-Hsun TsaiEric Y. ChuangPublished in: Comput. Biol. Medicine (2022)
Keyphrases
- decision trees
- fixed length
- hidden markov models
- training data
- support vector
- hierarchical classification
- training set
- machine learning algorithms
- feature selection
- supervised classification
- sequential patterns
- arbitrary length
- multiple classifiers
- classification systems
- linear classifiers
- classification algorithm
- test set
- classification rate
- variable length
- svm classifier
- training examples
- majority voting
- individual classifiers
- naive bayes
- feature set
- finite alphabet