Examples of DoublePCA

Examples of fr.lip6.jkernelmachines.projection.DoublePCA

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      printHelp();
      System.exit(-1);
    }
    // perform PCA
    if(hasPCA == 1) {
      DoublePCA pca = new DoublePCA();
      pca.train(list);
      list = pca.projectList(list);
    }
    else if(hasPCA == 2) {
      DoublePCA pca = new DoublePCA();
      pca.train(list);
      list = pca.projectList(list, true);
    }

    // initialize CV
    AccuracyEvaluator<double[]> ev = new AccuracyEvaluator<double[]>();
    RandomSplitCrossValidation<double[]> cv = new RandomSplitCrossValidation<double[]>(
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Examples of fr.lip6.jkernelmachines.projection.DoublePCA

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    model.dim = train.get(0).sample.length;

    // perform preprocessing
    List<TrainingSample<double[]>> localTrain;
    if (pcaBox.isSelected()) {
      model.pca = new DoublePCA();
      model.pca.train(train);
      model.pcaEnable = true;
      model.whiteningEnable = whiteBox.isSelected();
      localTrain = model.pca.projectList(train, whiteBox.isSelected());
    } else {
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Examples of fr.lip6.jkernelmachines.projection.DoublePCA

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    GaussianGenerator gen = new GaussianGenerator(dim);
    list = gen.generateList(nbSamples);
   
   
    pca = new DoublePCA();
    pca.train(list);
   
  }
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