Table 6 Memory consumption of the compared algorithms (MB).
From: Selective ensemble method for anomaly detection based on parallel learning
Dataset | ROCSVM | DWSVDD | CARE | RB | SEAD-PL |
|---|---|---|---|---|---|
Page blocks | 1.66 (4) | 1.28 (1) | 1.97 (5) | 1.54 (2) | 1.59 (3) |
Satimage-2 | 1.96 (4) | 1.44 (1) | 2.12 (5) | 1.75 (3) | 1.66 (2) |
KDDCUP99 | 14.52 (4) | 13.89 (2) | 16.85 (5) | 13.66 (1) | 14.07 (3) |
BATADAL | 25.35 (4) | 23.74 (1) | 30.77 (5) | 24.88 (2) | 25.12 (3) |
SWaT | 60.83 (3) | 55.65 (2) | 30.77 (5) | 51.03 (1) | 62.24 (4) |
Power | 1.81 (4) | 1.30 (1) | 2.08 (5) | 1.69 (3) | 1.62 (2) |
Average ranking | 3.83 (4) | 1.33 (1) | 5 (5) | 2 (2) | 2.83 (3) |
