Selected DSL datasets

Datasets used for the paper:
  • L.E. Brown, I. Tsamardinos, C.F. Aliferis. "A Novel Algorithm for Scalable and Accurate Bayesian Network Learning" DSL TR-03-06, 2003 [pdf 8 offline]

  • ALARM [zip 8 offline]

  • ALARM x3 [zip 8 offline]

  • ALARM x5 [zip 8 offline]

  • Child [zip 8 offline]

  • Munin1 [zip 8 offline]

  • Gene [zip 8 offline]

    Each archive contains data files in Matlab format. See excerpt from the reference paper for more information [pdf 8 offine].
  • Golub's Leukemia dataset: [data 8 offline], [reference paper], [source].

    Dataset is provided in tab separated text format (columns correspond to variables (genes); rows correspond to patients; diagnosis (0=ALL, 1=AML) is the first variable).