Algorithm ontology

We developed an ontology for the OpenTox Algorithms and one for the OpenTox Features. For a better overview we attached graphical versions and the respective .dia source files to the bottom of the page. Explanatory comments are also included in those files so we recommend to first have a look at files. The following sections just give a brief overview.

Algorithm Ontology

• Algorithm
  • MLDMTox
    • Learning
      • Classification
        • lazy
          • 1 target variable
          • n target variables
        • eager
          • 1 target variable
          • n target variables
      • Regression
        • lazy
          • 1 target variable
          • n target variables
        • eager
          • 1 target variable
          • n target variables
    • Clustering
    • Descriptor calculation
      • Pattern mining
        • supervised
        • unsupervised
      • physico-chemical
      • quantum-chemical
      • similarity/distance
      • topological
      • pharmacophore generation
    • Preprocessing
      • Feature selection
        • supervised
        • unsupervised
      • Discretization
        • supervised
        • unsupervised
      • Data cleanup
      • Normalization
  • Util
    • similarity/Distance calculation
    • 3D Generation
    • Visualization
    
    

  Algorithm ontology in OWL format