Package org.encog.ensemble.data.factories

Examples of org.encog.ensemble.data.factories.ResamplingDataSetFactory


  private int T;
  private VectorAlgebra va;
  private ArrayList<Double> weights;

  public AdaBoost(int iterationsT, int dataSetSize, EnsembleMLMethodFactory mlFactory, EnsembleTrainFactory trainFactory, EnsembleAggregator aggregator) {
    this.dataSetFactory = new ResamplingDataSetFactory(dataSetSize);
    this.T = iterationsT;
    this.mlFactory = mlFactory;
    this.va = new VectorAlgebra();
    this.weights = new ArrayList<Double>();
    this.members = new ArrayList<EnsembleML>();
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  private int splits;

  public Bagging(int splits, int dataSetSize, EnsembleMLMethodFactory mlFactory, EnsembleTrainFactory trainFactory, EnsembleAggregator aggregator)
  {
    this.dataSetFactory = new ResamplingDataSetFactory(dataSetSize);
    this.splits = splits;
    this.mlFactory = mlFactory;
    this.trainFactory = trainFactory;
    this.members = new ArrayList<EnsembleML>();
    this.aggregator = aggregator;
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