Hitac: a hierarchical taxonomic classifier for fungal ITS sequences compatible with QIIME2.
Fábio Malcher MirandaVasco Ariston de Carvalho AzevedoRommel Thiago Juca RamosBernhard Y. RenardVitor PiroPublished in: BMC Bioinform. (2024)
Keyphrases
- hierarchical classification
- training data
- classification method
- training set
- feature selection
- classification scheme
- hidden markov models
- classifier training
- classification algorithm
- decision trees
- support vector
- learning algorithm
- classifier systems
- hierarchical structure
- variable length
- classification rate
- feature space
- background knowledge
- class labels
- training samples
- sequential patterns
- image sequences
- object detection
- linear classifiers
- classification process
- classifier ensemble
- nearest neighbor classifier
- long sequences
- feature set