Ontology highlight
ABSTRACT:
SUBMITTER: Beck D
PROVIDER: S-EPMC3912131 | biostudies-literature | 2014
REPOSITORIES: biostudies-literature
Beck Daniel D Foster James A JA
PloS one 20140203 2
Microbial communities are important to human health. Bacterial vaginosis (BV) is a disease associated with the vagina microbiome. While the causes of BV are unknown, the microbial community in the vagina appears to play a role. We use three different machine-learning techniques to classify microbial communities into BV categories. These three techniques include genetic programming (GP), random forests (RF), and logistic regression (LR). We evaluate the classification accuracy of each of these te ...[more]