Table 5.
Strategy | GT | DS1 | DS2 | |||||||
---|---|---|---|---|---|---|---|---|---|---|
Nodes | Edges | Comp. | Nodes | Edges | Comp. | Nodes | Edges | Comp. | ||
LCN | ||||||||||
Boost | 15 | 44 | 112 | 5 | 8855 | 80,702 | 419 | 855 | 23,022 | 14 |
Pollute | 15 | 51 | 154 | 2 | 13,831 | 1,281,134 | 73 | 1203 | 65,949 | 5 |
Bully | 60 | 70 | 482 | 1 | 16,519 | 1,925,487 | 222 | 1103 | 37,368 | 5 |
FSA_V | ||||||||||
Boost | 15 | 9 | 6 | 3 | 633 | 753 | 167 | 113 | 758 | 19 |
Pollute | 15 | 9 | 5 | 4 | 135 | 93 | 50 | 24 | 15 | 9 |
Bully | 60 | 11 | 7 | 4 | 338 | 280 | 119 | 109 | 1123 | 16 |
kNN | ||||||||||
Boost | 15 | 9 | 21 | 1 | 1041 | 33,621 | 1 | 675 | 22,494 | 1 |
Pollute | 15 | 11 | 37 | 1 | 724 | 153,424 | 1 | 1040 | 65,280 | 1 |
Bully | 60 | 18 | 135 | 1 | 1713 | 663,413 | 1 | 692 | 35,136 | 1 |
Threshold | ||||||||||
Boost | 15 | 11 | 16 | 3 | 85 | 68 | 31 | 8 | 10 | 2 |
Pollute | 15 | 24 | 26 | 3 | 44 | 37 | 10 | 6 | 13 | 1 |
Bully | 60 | 15 | 19 | 3 | 25 | 23 | 8 | 10 | 10 | 3 |