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Selective Declustering: Ensure High Accuracy

  • CF tree is a suitable base structure for selective declustering
  • De-cluster only the cluster Ei such that
    • Di – Ri < Ds, where Di is the distance from the boundary to the center point of Ei and Ri is the radius of Ei
    • Decluster only the cluster whose subclusters have possibilities to be the support cluster of the boundary
      • “Support cluster”: The cluster whose centroid is a support vector

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