Package image.processing.patterns.cluster

Examples of image.processing.patterns.cluster.Cluster.addVector()

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    // SPECIAL CASE: If only one vector
    if (vectors.size() == 1) {
      // Create a single cluster and return it
      DoubleArray vector = vectors.get(0);
      Cluster cluster = new Cluster(vectorsSize);
      cluster.addVector(vector);
      clusters.add(cluster);
      return clusters;
    }
   
    // (1) Randomly generate k empty clusters with a random mean (cluster
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      DoubleArray theVector = new DoubleArray(vector, vectorCount);
                        vectorCount++;
     
      // Initiallly we create a cluster for each vector
      Cluster cluster = new Cluster(vector.length);
      cluster.addVector(theVector);
      cluster.setMean(theVector.clone());
      clusters.add(cluster);
    }
    reader.close(); // close the input file
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    // SPECIAL CASE: If only one vector
    if (vectors.size() == 1) {
      // Create a single cluster and return it
      DoubleArray vector = vectors.get(0);
      Cluster cluster = new Cluster(vectorsSize);
      cluster.addVector(vector);
      clusters.add(cluster);
      return clusters;
    }
   
    // (1) Randomly generate k empty clusters with a random mean (cluster
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