Machine Learning and Its Applications to Biology

The term machine learning refers to a set of topics dealing with the creation and evaluation of algorithms that facilitate pattern recognition, classification, and prediction, based on models derived from existing data. Two facets of mechanization should be acknowledged when considering machine learning in broad terms. Firstly, it is intended that the classification and prediction tasks can be accomplished by a suitably programmed computing machine. That is, the product of machine learning is a classifier that can be feasibly used on available hardware. Secondly, it is intended that the creation of the classifier should itself be highly mechanized, and should not involve too much human input. This second facet…

• NS
  National Science Foundation

  Awards: 0644366, 0438970, 0234806, IIS-0644366
• NI
  National Institutes of Health

  Awards: RR17708, P20 RR17708, CA022453
• NI
  National Institute of Child Health and Human Development
• NC
  National Center for Research Resources

  Award: P20 RR17708
• DO
  Division of Biological Infrastructure
• ND
  NHLBI Division of Intramural Research