List of addKernel() Examples

Examples of addKernel()

fr.lip6.jkernelmachines.classifier.DoublePegasosSVM.addKernel()
adds a kernel to the MKL problem @param k
fr.lip6.jkernelmachines.classifier.DoubleSAG.addKernel()
adds a kernel to the MKL problem @param k

Examples of fr.lip6.jkernelmachines.classifier.DoublePegasosSVM.addKernel()

      svm.setC(Double.parseDouble(regularizationField.getText()));


      double[] G = { 0.05, 0.1, 0.2, 0.4, 0.8, 1.6, 3.2, 6.4, 12.8, 25.6 };
//      int dim = train.get(0).sample.length;
      for (double g : G) {
        svm.addKernel(new DoubleGaussL2(g));
//        // for(int i = 0 ; i < dim ; i++) {
//        // IndexDoubleGaussL2 k = new IndexDoubleGaussL2(i);
//        // k.setGamma(g);
//        // svm.addKernel(k);
//        // }

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Examples of fr.lip6.jkernelmachines.classifier.DoublePegasosSVM.addKernel()

//        // k.setGamma(g);
//        // svm.addKernel(k);
//        // }
      }
      for (int d = 1; d < 5; d++) {
        svm.addKernel(new DoublePolynomial(d));
        svm.addKernel(new DoubleHPolynomial(d));
      }
      svm.train(localTrain);


      // info

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Examples of fr.lip6.jkernelmachines.classifier.DoublePegasosSVM.addKernel()

//        // svm.addKernel(k);
//        // }
      }
      for (int d = 1; d < 5; d++) {
        svm.addKernel(new DoublePolynomial(d));
        svm.addKernel(new DoubleHPolynomial(d));
      }
      svm.train(localTrain);


      // info
      classnameLabel.setText(svm.getClass().getSimpleName());

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Examples of fr.lip6.jkernelmachines.classifier.DoubleSAG.addKernel()

      svm.setC(Double.parseDouble(regularizationField.getText()));


      double[] G = { 0.05, 0.1, 0.2, 0.4, 0.8, 1.6, 3.2, 6.4, 12.8, 25.6 };
//      int dim = train.get(0).sample.length;
      for (double g : G) {
        svm.addKernel(new DoubleGaussL2(g));
//        // for(int i = 0 ; i < dim ; i++) {
//        // IndexDoubleGaussL2 k = new IndexDoubleGaussL2(i);
//        // k.setGamma(g);
//        // svm.addKernel(k);
//        // }

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Examples of fr.lip6.jkernelmachines.classifier.DoubleSAG.addKernel()

//        // k.setGamma(g);
//        // svm.addKernel(k);
//        // }
      }
      for (int d = 1; d < 5; d++) {
        svm.addKernel(new DoublePolynomial(d));
        svm.addKernel(new DoubleHPolynomial(d));
      }
      svm.train(localTrain);


      // info

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Examples of fr.lip6.jkernelmachines.classifier.DoubleSAG.addKernel()

//        // svm.addKernel(k);
//        // }
      }
      for (int d = 1; d < 5; d++) {
        svm.addKernel(new DoublePolynomial(d));
        svm.addKernel(new DoubleHPolynomial(d));
      }
      svm.train(localTrain);


      // info
      classnameLabel.setText(svm.getClass().getSimpleName());

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