Examples of FcmTrainingSet

trust.jfcm.learning.FcmTrainingSet
This class implements a dataset specific for the FCM training @author pc

Examples of trust.jfcm.learning.FcmTrainingSet

  public void train(){
    
    start = System.currentTimeMillis();


    
    FcmTrainingSet trainingSet = map.getTrainingSet();
    
    for(epoch=0; epoch<trainingTime; epoch++){
      
      /*
      try {
        Thread.sleep(5000);
      } catch (InterruptedException e1) {
        // TODO Auto-generated catch block
        e1.printStackTrace();
      }*/
      
      //System.out.println(" - Epoch: "+(epoch+1)+"/"+trainingTime);
      for(int i=0; i<trainingSet.size(); i++){
        FcmTrainingSetEntry e = trainingSet.get(i);
        
        //System.out.println("\n- Processing "+e);
        
        /*
         * Reset concept values and errors

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Examples of trust.jfcm.learning.FcmTrainingSet

    
  }
  
  private void printInfo(){
    System.out.println("\n****** TRAINING MAP ********");
    FcmTrainingSet trainingSet = map.getTrainingSet();
    for(int k=0; k<trainingSet.size(); k++){
      
      FcmTrainingSetEntry e = trainingSet.get(k);
      System.out.println("\n- "+e);
      
      /*
       * Reset map
       */

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Examples of trust.jfcm.learning.FcmTrainingSet

    
    double delta = calculateDeltaOnWeights();
    map.addDeltaWeight(delta);
    


    FcmTrainingSet trainingSet = map.getTrainingSet();
    
    for(epoch=0; epoch<trainingTime; epoch++){
      
      /*
      try {
        Thread.sleep(5000);
      } catch (InterruptedException e1) {
        // TODO Auto-generated catch block
        e1.printStackTrace();
      }*/
      
      //logger.debug(" - Epoch: "+(epoch+1)+"/"+trainingTime);
      for(int i=0; i<trainingSet.size(); i++){
        FcmTrainingSetEntry e = trainingSet.get(i);
        
        //logger.debug("\n- Processing "+e);
        
        /*
         * Reset concept values and errors

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Examples of trust.jfcm.learning.FcmTrainingSet

    return  weight_sum / size;
  }


  private void printInfo(){
    logger.debug("\n****** TRAINING MAP ********");
    FcmTrainingSet trainingSet = map.getTrainingSet();
    for(int k=0; k<trainingSet.size(); k++){
      
      FcmTrainingSetEntry e = trainingSet.get(k);
      logger.debug("");
      logger.debug("\n- "+e);
      
      /*
       * Reset map

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