Oil-gas two-phase flow parameter measuring device and method
A parameter measurement, oil and gas technology, applied in the field of oil and gas two-phase flow parameter measurement device, can solve the problem of low flow accuracy, achieve the effect of solving nonlinear mapping and avoiding overfitting problems
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[0043] Hereinafter, specific embodiments of the present application will be described in detail with reference to the accompanying drawings. According to these detailed descriptions, those skilled in the art can clearly understand the present application and can implement the present application. Without departing from the principle of the present application, the features in different embodiments can be combined to obtain new implementations, or some features in certain embodiments can be replaced to obtain other preferred implementations.
[0044] The basic idea of SVM learning is to solve the separating hyperplane that can correctly divide the training data set and have the largest geometric interval. Separating hyperplane, for linearly separable data sets, there are infinitely many such hyperplanes (ie, perceptrons), but the separating hyperplane with the largest geometric interval is unique.
[0045] ElasticNet is also called elastic network regression.
[0046] see Fi...
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