Mathematical Problems in Engineering / 2017 / Article / Tab 7

Research Article

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

Table 7

Comparative results of previous SVR models in real datasets (radial basis function kernel).

CriterionPDISVRSVRHWSVRMKSVR

Combustion side reaction0.66640.4250.60310.5827
MSE0.00380.00950.60310.0578
Auto-MPG0.55940.6140.62610.6563
MSE20.427726.1598169.724722.0482
Computer hardware0.78150.85970.86470.8851
MSE27961199861535513160
NIRSOIL0.72780.67070.55650.5666
MSE11131302.31601.13523.5
Energy efficiency10.97960.99010.9997
MSE0.0002694.18753.0190.0474
Crude oil distillation process0.98990.97390.99130.9573
MSE47.742578.76041119.8317.6248

We are committed to sharing findings related to COVID-19 as quickly as possible. We will be providing unlimited waivers of publication charges for accepted research articles as well as case reports and case series related to COVID-19. Review articles are excluded from this waiver policy. Sign up here as a reviewer to help fast-track new submissions.