Research Article
A Classifier Graph Based Recurring Concept Detection and Prediction Approach
Table 9
Comparison of time consumption (Cpu seconds).
| ā | AWE | EB | DWM | OCBoost | RCD | RDP |
| HyperPlane | 13.47 (1) | 14.40 | 59.01 | 153.08 | 29.21 | 35.35 | LED | 20.98 | 31.36 | 10.51 (1) | 12.43 | 19.98 | 11.24 | Random Tree | 37.42 | 38.18 | 49.53 | 78.13 | 31.42 | 30.24 (1) | SEA | 36.41 | 44.56 | 20.01 | 13.87 (1) | 26.41 | 24.05 | Elist | 17.36 | 33.45 | 50.21 | 22.23 | 20.11 | 7.02 (1) | Spam | 81.43 | 63.01 | 85.23 | 86.36 | 60.43 (1) | 80.25 | Usenet | 20.21 | 26.69 | 30.21 | 30.78 | 28.01 | 16.69 (1) | Covertype | 26.41 | 13.43 | 36.06 | 41.56 | 6.41 (1) | 14.67 | Gas Sensor | 86.57 | 90.12 | 97.79 | 96.41 | 80.12 | 71.21 (1) | Average Rank | 3.22 | 3.56 | 4.44 | 4.78 | 2.67 | 2.11 |
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