Taxonomic classification with maximal exact matches in KATKA kernels and minimizer digests.
Dominika DraesslerováOmar AhmedTravis GagieJan HolubBen LangmeadGiovanni ManziniGonzalo NavarroPublished in: CoRR (2024)
Keyphrases
- support vector
- classification accuracy
- classification method
- pattern recognition
- feature space
- feature selection
- support vector machine svm
- benchmark datasets
- supervised learning
- pattern classification
- classification scheme
- generalization ability
- automatic classification
- classification algorithm
- labelled and unlabelled data
- kernel function
- model selection
- feature vectors
- decision trees
- machine learning
- linear combination
- data sets
- sufficient conditions
- image classification
- class labels
- svm classifier
- cross validation
- decision rules
- support vector machine
- training set
- similarity measure
- classification process
- neural network