Table 8 Parameter values
From: GA-AdaBoostSVM classifier empowered wireless network diagnosis
C | σ | ε th | |
|---|---|---|---|
LSVM | (0.001,0.01,0.05,0.1,0.5,1,5,10,20,50,100,200,500,1000) |
|
|
RBFSVM | 1 | (0.01,0.05,0.1,0.3,0.5,0.7,1,3,5,7, 10,30,50,70, 100) |
|
AdaBoostLSVM | (0.01,0.05,0.1,0.3,0.5,0.7,1,3,5,7,10,30,50,70, 100) |
| (0.01, 0.05, 0.1, 0.2, 0.3, 0.4, 0.5) |
AdaBoostRBFSVM | 1 | (0.01,0.05,0.1,0.3,0.5,0.7,1,3,5,7, 10,30,50,70, 100) | (0.01, 0.05, 0.1, 0.2, 0.3, 0.4, 0.5) |
GA-AdaBoostLSVM | 15 values were randomly extracted from (0.01, 100). |
| (0.01, 0.05, 0.1, 0.2, 0.3, 0.4, 0.5) |
GA-AdaBoostRBFSVM | 15 values were randomly extracted from (0.01, 100). | 15 values were randomly extracted from (0.01, 100). | (0.01, 0.05, 0.1, 0.2, 0.3, 0.4, 0.5) |