Clustering and Classification of Human Microbiome Data: Evaluating the Impact of Different Settings in Bioinformatics Workflows.
Debora SantoTatjana Loncar-TurukaloBlaz StresVladimir S. CrnojevicSanja BrdarPublished in: BIBE (2019)
Keyphrases
- data sets
- data processing
- data analysis
- data points
- clustering analysis
- data objects
- data collection
- original data
- machine learning
- classification accuracy
- input data
- support vector
- data reduction
- human subjects
- high dimensional data
- statistical methods
- human experts
- data structure
- gene expression profiles
- categorical data
- feature extraction
- high dimensionality
- support vector machine svm
- unsupervised learning
- database
- supervised learning
- knowledge discovery