A systematic machine learning and data type comparison yields metagenomic predictors of infant age, sex, breastfeeding, antibiotic usage, country of origin, and delivery type.
Alan Le GoallecBraden T. TierneyJacob M. LuberEvan M. CoferAleksandar D. KosticChirag J. PatelPublished in: PLoS Comput. Biol. (2020)
Keyphrases
- data types
- machine learning
- type checking
- data model
- data structure
- user defined
- database management systems
- database systems
- abstract data types
- data mining
- machine learning methods
- database applications
- study proposes
- sequence data
- data mining algorithms
- databases
- data management
- computational biology
- image processing
- feature selection
- database objects
- sequence analysis
- learning algorithm
- data formats
- real world