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Table 3 Evaluation of clustering

From: Database application model and its service for drug discovery in Model-driven architecture

Dataset No. Clustering Correct rate (%) Dataset No. Clustering Correct rate (%)
1 41 –100 % 99 5 34.7 –100 % 100
2 55 –100 % 96   27.4 –100 % 100
  29 –100 % 100   12.1 –100 % 100
  9 –100 % 100 6 53.2 –100 % 95
3 70.3 –100 % 100   51 –100 % 100
  36 –100 % 99   50 –100 % 100
  18 –100 % 100   34.7 –100 % 100
4 81.7 –100 % 100   27.4 –100 % 100
  63.5 –100 % 100   18 –100 % 100
  34.7 –100 % 100   12.1 –100 % 100
  27.4 –100 % 100 7 81.7 –100 % 100
  12.1 –100 % 100   49 –100 % 100
5 94 –100 % 100   18 –100 % 100
  1. “Dataset No”. indicates 7 dataset patterns of pinpoint data shown in Table 2. “Clustering” indicates the group divided by DA. “Correct rate” indicates to what extent each example can be classified with each correct clustering