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Naive Bayes age estimation model

eagle-i ID

http://eagle-i.itmat.upenn.edu/i/00000147-116f-c4ad-9e5e-ee6580000000

Resource Type

  1. Algorithmic software component

Properties

  1. Resource Description
    "… gene expression-based chronological age estimation by treating each gene as a binary classifier for whether an individual is older than a particular age threshold, and combining all such age-informative genes using a Naïve Bayes (NB) model."
  2. Used by
    Wang Laboratory
  3. Data Input
    Gene expression data
  4. Related Publication or Documentation
    Analysis of Nonlinear Gene Expression Progression Reveals Extensive Pathway and Age-Specific Transitions in Aging Human Brains
  5. Website(s)
    http://wanglab.pcbi.upenn.edu/nonlinear-aging/
  6. Website(s)
    http://www.ncbi.nlm.nih.gov/pmc/articles/PMC3789733/
  7. Algorithm used
    Bayesian Model
  8. Algorithm used
    Fischer's Exact Test
  9. Coded in
    R language
 
RDFRDF
 
Provenance Metadata About This Resource Record
  1. workflow state
    Published
  2. contributor
    fcoldren
  3. created
    2014-07-07T11:41:49.109-04:00
  4. creator
    fcoldren
  5. modified
    2014-07-07T12:25:04.336-04:00

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