Warmr: a data mining tool for chemical data

  title={Warmr: a data mining tool for chemical data},
  author={R. King and A. Srinivasan and L. Dehaspe},
  journal={Journal of Computer-Aided Molecular Design},
  • R. King, A. Srinivasan, L. Dehaspe
  • Published 2001
  • Computer Science, Medicine
  • Journal of Computer-Aided Molecular Design
  • Data mining techniques are becoming increasingly important in chemistry as databases become too large to examine manually. [...] Key Method Data mining was used to find all frequent substructures in the database, and knowledge of these frequent substructures is shown to add value to the database. One use of the frequent substructures was to convert them into probabilistic prediction rules relating compound description to carcinogenesis. These rules were found to be accurate on test data, and to give some…Expand Abstract
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