Research Article
A Clustering-based Method for Business Hall Efficiency Analysis
Table 2
Experimental results on UCI datasets.
| Datasets | -means [25] (%) | Enhanced -means [38] (%) | LSH -means (this work) (%) | Difference (%) | Rank |
| Balance | 51.62 | 53.16 | 54.87 | 1.71 | 7 | Wine | 57.30 | 65.18 | 70.22 | 5.04 | 8 | Breast | 93.85 | 93.99 | 94.43 | 0.44 | 2 | Diabet | 66.28 | 67.76 | 66.72 | ā1.04 | 4 | Iris | 89.33 | 90.67 | 89.77 | ā0.90 | 3 | Hayes-roth | 34.09 | 35.19 | 35.19 | 0.00 | 1 | Tic-tac-toe | 54.02 | 56.01 | 57.17 | 1.16 | 5 | Bupa | 44.64 | 44.93 | 46.43 | 1.50 | 6 |
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