Mathematical Problems in Engineering / 2017 / Article / Tab 8

Research Article

Probability Distribution and Deviation Information Fusion Driven Support Vector Regression Model and Its Application

Table 8

Comparative results of previous SVR models in real datasets (polynomial kernel).

CriterionPDISVRSVRHWSVRMKSVR

Combustion side reaction0.57960.68530.80780.5518
MSE0.00810.01060.35460.1237
Auto-MPG0.91240.93380.93410.8604
MSE1821.36793.36814.44855.9
Computer hardware0.83370.85710.85190.8423
MSE12.550919.529819.864113.9781
NIRSOIL0.65760.63420.64680.6429
MSE2751.33104.72918.93007.3
Energy efficiency10.99640.99880.9867
MSE0.02210.45980.16764.1448
Crude oil distillation process0.95710.80710.98070.9913
MSE321.8016112.935354.36371105.4000

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