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Studsvik's CMS code system provides a 1000 MWe LP design in their sample inputs, which is applied in this study.
In the RSVM, we sample inputs from (mathcal {X}) completely at random without active learning and finally use the SVM to estimate the discriminant function.
The norm of the center can be calculated using only the evaluations of the kernel on the training sample inputs: Figure 8 Kwok and Tsang pre-image strategy.
Then we sample inputs uniformly at random from (tilde {{mathcal {X}}}equiv mathcal {D}^cap {mathcal {X}}) and obtain outputs according to the inputs.
The 2D and 3D design spaces showing the combinations of design variables selected as sample inputs are demonstrated in Figs. 14 and 15, respectively.
This setup can operate both simple and complex devices with 48 device valve control inputs and 18 sample inputs, with modular design for easy expansion, at a fraction of the cost of similar commercial solutions.
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However, these date estimates will strongly depend on the data and sample input and on the models and calibrations used.
i Sample input image.
The drive power refers to the power at sample input.
Small sample input requirement facilitates testing of specimens with limited collection volume.
The stratification process of selecting the sample input data ensures that random rows are selected.
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