Classification of nervous system withdrawn and approved drugs with ToxPrint features via machine learning strategies


Onay A., Onay M. , Abul O.

Computer Methods and Programs in Biomedicine, vol.142, pp.9-19, 2017 (Journal Indexed in SCI) identifier identifier identifier

  • Publication Type: Article / Article
  • Volume: 142
  • Publication Date: 2017
  • Doi Number: 10.1016/j.cmpb.2017.02.004
  • Title of Journal : Computer Methods and Programs in Biomedicine
  • Page Numbers: pp.9-19
  • Keywords: Machine learning, Support vector machine, Drug discovery, ToxPrint chemotypes, Approved & withdrawn drug, SUPPORT VECTOR MACHINES, FEATURE-SELECTION, DRUG/NONDRUG CLASSIFICATION, COMPUTATIONAL METHODS, ADME EVALUATION, QSAR MODELS, DISCOVERY, PREDICTION, OPTIMIZATION, DESCRIPTORS