Waste Not, Want Not: Why Rarefying Microbiome Data Is Inadmissible.
Paul J. McMurdieSusan P. HolmesPublished in: PLoS Comput. Biol. (2014)
Keyphrases
- data sets
- data collection
- application domains
- raw data
- data processing
- original data
- image data
- knowledge discovery
- end users
- database
- machine learning
- high quality
- data points
- data distribution
- small number
- data mining techniques
- information systems
- medical images
- experimental data
- learning algorithm
- social networks
- data structure
- dimensionality reduction
- multimedia
- training data
- data sources
- prior knowledge