Clustering 16S rRNA for OTU prediction: a method of unsupervised Bayesian clustering.
Xiaolin HaoRui JiangTing ChenPublished in: Bioinform. (2011)
Keyphrases
- clustering method
- k means
- unsupervised learning
- similarity function
- hierarchical clustering
- high accuracy
- detection method
- unsupervised manner
- preprocessing
- unsupervised clustering
- clustering algorithm
- agglomerative clustering
- unsupervised feature selection
- document clustering
- distance metric
- input data
- similarity measure
- pairwise
- data points
- cluster analysis
- dissimilarity measure
- parameter free
- significant improvement
- spectral clustering
- data clustering
- objective function
- prediction accuracy
- data sets
- feature space
- cluster ensemble
- unsupervised classification
- similarity matrix
- em algorithm
- prediction error
- fuzzy clustering
- support vector machine
- self organizing maps
- segmentation method
- supervised learning
- markov random field
- model selection