Table 3 MSE of LS-SVM model based on training parameters tuning
C | ... | 1200 | 1300 | 1400 | 1500 | 1600 | 1700 | ... |
|---|---|---|---|---|---|---|---|---|
γ |  |  |  |  |  |  |  |  |
... | ... | ... | ... | ... | ... | ... | ... | ... |
32 | Â | 6.4129 | 6.4572 | 6.4789 | 6.511 | 6.5446 | 6.5762 | ... |
36 | Â | 6.2583 | 6.2794 | 6.2943 | 6.3152 | 6.323 | 6.3628 | ... |
40 | Â | 6.2155 | 6.207 | 6.2024 | 6.2068 | 6.2047 | 6.2135 | ... |
42 | Â | 6.2271 | 6.2013 | 6.1901 | 6.1810 | 6.1815 | 6.1821 | Â |
48 | Â | 6.4039 | 6.3349 | 6.2821 | 6.2379 | 6.2074 | 6.1829 | Â |
50 | Â | 6.504 | 6.4205 | 6.3529 | 6.2984 | 6.254 | 6.2153 | Â |
60 | Â | 7.2761 | 7.1095 | 6.9685 | 6.848 | 6.7444 | 6.6548 | Â |
... | ... | ... | ... | ... | ... | ... | ... | ... |