Dataset | Full data | From clustering | Estimated iterations (T) | ||||
---|---|---|---|---|---|---|---|
Initial T = 0 | Early T = 5 | Final T = 5000 | q = 10% | q = 1% | q = 0.1% | ||
Bridge | 69.8 | 8.7 | 5.4 | 4.6 | 33,595 | 67,910 | 100,785 |
House | 15.4 | 6.7 | 8.3 | 8.2 | 13,381 | 26,761 | 40,142 |
Miss America | 346 | 34.2 | 17.1 | 11.9 | 3593 | 7078 | 10,617 |
Europe | (5.0) | 4.8 | 6.3 | 6.3 | 26,699 | 53,398 | 80,098 |
BIRCH 1 | 5.0 | 4.5 | 5.8 | 5.6 | 2908 | 5815 | 8723 |
BIRCH 2 | (4.7) | 3.1 | 3.1 | 2.9 | 10,524 | 21,048 | 31,572 |
BIRCH 3 | (4.9) | 4.1 | 4.9 | 5.0 | 4508 | 9016 | 13,523 |
S 1 | 4.8 | 3.7 | 4.1 | 4.2 | 46 | 92 | 137 |
S 2 | 4.9 | 3.7 | 4.5 | 4.7 | 37 | 73 | 110 |
S 3 | 4.9 | 3.9 | 4.4 | 4.3 | 38 | 77 | 115 |
S 4 | 4.9 | 3.9 | 4.8 | 5.0 | 32 | 64 | 97 |
Unbalance | 3.4 | 2.3 | 2.3 | 2.0 | 56 | 111 | 167 |
Dim-32 | 26.8 | 1.5 | 1.1 | 1.0 | 920 | 1839 | 2759 |
Dim-64 | 37.1 | 1.9 | 1.1 | 1.0 | 920 | 1839 | 2759 |
Dim-128 | 47.3 | 1.4 | 1.0 | 1.0 | 1135 | 2271 | 3406 |
KDD04-Bio | – | 286.2 | 33.3 | 30.4 | 72,800 | 145,600 | 218,401 |