Dataset Paper
First Y-Short Tandem Repeat Categorical Dataset for Clustering Applications
Table 1
Clustering accuracy scores of each dataset item.
| Algorithm | Dataset item | 1 | 2 | 3 | 4 | 5 | 6 |
| -Modes | 0.70 | 0.79 | 0.84 | 0.84 | 0.74 | 0.62 | -Modes-RVF | 0.79 | 0.83 | 0.87 | 0.78 | 0.87 | 0.72 | -Modes-UAVM | 0.65 | 0.75 | 0.83 | 0.87 | 0.56 | 0.54 | -Modes-Hybrid 1 | 0.67 | 0.81 | 0.85 | 0.77 | 0.80 | 0.64 | -Modes-Hybrid 2 | 0.56 | 0.82 | 0.83 | 0.79 | 0.81 | 0.70 | Fuzzy -Modes | 0.56 | 0.74 | 0.74 | 0.97 | 0.76 | 0.66 | -Population | 0.80 | 0.90 | 0.97 | 1.00 | 0.97 | 0.84 | New Fuzzy -Modes | 0.71 | 0.84 | 0.77 | 1.00 | 0.77 | 0.69 | -AMH | 0.83 | 0.93 | 0.96 | 1.00 | 1.00 | 0.87 |
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