Comparing K-mer based methods for improved classification of 16S sequences.
Hilde VinjeKristian Hovde LilandTrygve AlmøyLars SnipenPublished in: BMC Bioinform. (2015)
Keyphrases
- benchmark datasets
- machine learning methods
- classification method
- pattern recognition
- neural networks and support vector machines
- decision trees
- pattern classification
- image classification
- higher classification accuracy
- classification models
- cross validation
- computational cost
- classification accuracy
- machine learning
- hidden markov models
- significant improvement
- decision rules
- feature vectors
- association rules
- feature space
- preprocessing
- classification scheme
- classification systems
- accurate classification
- bayesian networks
- classification decisions
- feature selection