Table 2. Parameters Used for AIRS2 and SAIRS2 Algorithms.
Parameters | AIRS2 | SAIRS2 |
---|---|---|
Affinity threshold scalar ATS | 0.2 | 0.2 |
Clonal rate | 10.0 | 10.0 |
Hyper-mutation rate | 2.0 | 2.0 |
Seed cell | 1 | 1 |
Stimulation value | 0.9 | 0.5 |
Total resources | 150 | 150 |
k of kNN | 3 | n/a |
SVM Type | n/a | V-SVC |
Kernel function | n/a | RBF |
γ | n/a | 1 |
C a | n/a | 7 |
Cash memory size | n/a | 100 MB |
a C, is the parameter for the soft margin cost function, which controls the influence of each individual support vector