Table 2 Clustering accuracy scores for all datasets
From: An efficient clustering algorithm for partitioning Y-short tandem repeats data
ALGORITHM | DATASET | |||||
|---|---|---|---|---|---|---|
| Â | 1 | 2 | 3 | 4 | 5 | 6 |
k-Modes | 0.70 | 0.79 | 0.84 | 0.84 | 0.74 | 0.62 |
k-Modes-RVF | 0.79 | 0.83 | 0.87 | 0.78 | 0.87 | 0.72 |
k-Modes-UAVM | 0.65 | 0.75 | 0.83 | 0.87 | 0.56 | 0.54 |
k-Modes-Hybrid 1 | 0.67 | 0.81 | 0.85 | 0.77 | 0.80 | 0.64 |
k-Modes-Hybrid 2 | 0.56 | 0.82 | 0.83 | 0.79 | 0.81 | 0.70 |
Fuzzy k-Modes | 0.56 | 0.74 | 0.74 | 0.97 | 0.76 | 0.66 |
k-Population | 0.80 | 0.90 | 0.97 | 1.00 | 0.97 | 0.84 |
New Fuzzy k-Modes | 0.71 | 0.84 | 0.77 | 1.00 | 0.77 | 0.69 |
k -AMH | 0.83 | 0.93 | 0.96 | 1.00 | 1.00 | 0.87 |