Mathematical Problems in Engineering / 2017 / Article / Tab 6

Research Article

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

Table 6

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

CriterionPDISVRSVRHWSVRMKSVR

Combustion side reaction0.71410.67900.67970.6939
MSE0.00510.00500.00460.0044
Auto-MPG0.90550.85780.89920.8554
MSE19.002325.805123.799920.4802
Computer hardware0.95330.87500.87480.9012
MSE7987.28373.78381.56577.2
NIRSOIL0.80330.73350.77120.7657
MSE1806.12230.32085.12385.8
Energy efficiency1110.9999
MSE0.00471.10920.02210.0818
Crude oil distillation processr0.93720.76840.93720.9927
MSE1016.2972.4145108162.8

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