Package org.data2semantics.exp.utils

Examples of org.data2semantics.exp.utils.RDFOldKernelExperiment.run()

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    for (int i = 1; i <= depth; i++) {
      resTable.newRow("IST, inference, depth=" + i);
      KernelExperiment<RDFGraphKernel> exp = new RDFOldKernelExperiment(new RDFIntersectionSubTreeKernel(i, 1, inference, true, blankLabels), seeds, parms, dataset, instances, labels, blackList);

      System.out.println("Running IST: " + i + " ");
      exp.run();

      for (Result res : exp.getResults()) {
        resTable.addResult(res);
      }
    }
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    for (int i = 1; i <= depth; i++) {
      resTable.newRow("IPST, no inference, depth=" + i);
      KernelExperiment<RDFGraphKernel> exp = new RDFOldKernelExperiment(new RDFIntersectionPartialSubTreeKernel(i, 0.01, inference, true, blankLabels), seeds, parms, dataset, instances, labels, blackList);

      System.out.println("Running IPST: " + i + " ");
      exp.run();

      for (Result res : exp.getResults()) {
        resTable.addResult(res);
      }
    }
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    for (int i = 1; i <= depth; i++) {
      resTable.newRow("IPST, inference, depth=" + i);
      KernelExperiment<RDFGraphKernel> exp = new RDFOldKernelExperiment(new RDFIntersectionPartialSubTreeKernel(i, 0.01, inference, true, blankLabels), seeds, parms, dataset, instances, labels, blackList);

      System.out.println("Running IPST: " + i + " ");
      exp.run();

      for (Result res : exp.getResults()) {
        resTable.addResult(res);
      }
    }
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      resTable.newRow("WL");
      for (int it : iterations) {
        KernelExperiment<GraphKernel> exp = new GraphKernelExperiment(new ECML2013WLSubTreeKernel(it), seeds, parms, ds.getGraphs(), labels);

        System.out.println("Running WL: " + it);
        exp.run();

        for (Result res : exp.getResults()) {
          resTable.addResult(res);
        }
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      resTable.newRow("IGP");
      for (int it : iterationsIG) {
        KernelExperiment<GraphKernel> exp = new GraphKernelExperiment(new ECML2013IntersectionGraphPathKernel(it,1), seeds, parms, ds.getGraphs(), labels);

        System.out.println("Running IGP: " + it);
        exp.run();

        for (Result res : exp.getResults()) {
          resTable.addResult(res);
        }
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      resTable.newRow("IGW");
      for (int it : iterationsIG) {
        KernelExperiment<GraphKernel> exp = new GraphKernelExperiment(new ECML2013IntersectionGraphWalkKernel(it,1), seeds, parms, ds.getGraphs(), labels);

        System.out.println("Running IGW: " + it);
        exp.run();

        for (Result res : exp.getResults()) {
          resTable.addResult(res);
        }
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        KernelExperiment<RDFGraphKernel> exp = new RDFOldKernelExperiment(new RDFIntersectionSubTreeKernel(i, 1, inference, true), seeds2, svmParms, dataset, instances, labels, blackList);

        System.out.println("Running IST: " + i);
        exp.run();
        res.add(exp.getResults());
      }

      for (Result res2 : Result.mergeResultLists(res)) {
        resTable.addResult(res2);
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      for (int it : iterations) {
        RDFOldKernelExperiment exp = new RDFOldKernelExperiment(new RDFWLSubTreeKernel(it, depth, inference, true), seeds, svmParms, dataset, instances, labels, blackList);

       
        System.out.println("Running WL RDF: " + depth + " " + it);
        exp.run();

        for (Result res : exp.getResults()) {
          resTable.addResult(res);
        }
      }
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      for (int it : iterations) {
        RDFOldKernelExperiment exp = new RDFOldKernelExperiment(new RDFWLSubTreeWithTextKernel(it, depth, inference, true), seeds, svmParms, dataset, instances, labels, blackList);

       
        System.out.println("Running WL RDF with Text: " + depth + " " + it);
        exp.run();

        for (Result res : exp.getResults()) {
          resTable.addResult(res);
        }
      }
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      table2.newRow("");
     
      RDFOldKernelExperiment exp = new RDFOldKernelExperiment(new RDFIntersectionTreeEdgeVertexPathKernel(depth, false, inference, true), seeds, svmParms, dataset, instances, labels, blackList);

      System.out.println("Running ITP: " + depth);
      exp.run();

      for (Result res : exp.getResults()) {
        resTable.addResult(res);
        table2.addResult(res);
      }
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