Examples of WLSubTreeKernel

org.data2semantics.exp.molecules.WLSubTreeKernel

Class implementing the Weisfeiler-Lehman graph kernel for Multigraphs with a root node, which occurs in the RDF use case. The current implementation can be made more efficient, since the compute function for test examples recomputes the label dictionary, instead of reusing the one created during training. This makes the applicability of the implementation slightly more general. TODO include a boolean for saving the labelDict to speed up computation of the kernel in the test phase. @author Gerben

org.data2semantics.proppred.kernels.graphkernels.WLSubTreeKernel

    LinkPredictionDataSet set = DataSetFactory.createLinkPredictonDataSet(testSet, "http://swrc.ontoware.org/ontology#Person", "http://swrc.ontoware.org/ontology#ResearchGroup", "http://swrc.ontoware.org/ontology#affiliation", bl, 2, false, false);
    
    
    
    
    new LinkPredictionExperiment(set, new WLSubTreeKernel(2), new WLSubTreeKernel(2), 1, 0, seeds, cs).run();
    new LinkPredictionExperiment(set, new WLSubTreeKernel(2), new WLSubTreeKernel(2), 0.75, 0.25, seeds, cs).run();
    new LinkPredictionExperiment(set, new WLSubTreeKernel(2), new WLSubTreeKernel(2), 0.5, 0.5, seeds, cs).run();
    new LinkPredictionExperiment(set, new WLSubTreeKernel(2), new WLSubTreeKernel(2), 0.25, 0.75, seeds, cs).run();
    new LinkPredictionExperiment(set, new WLSubTreeKernel(2), new WLSubTreeKernel(2), 0, 1, seeds, cs).run();
    
    
    
    /*

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Examples of WLSubTreeKernel

Examples of org.data2semantics.proppred.kernels.graphkernels.WLSubTreeKernel