Sentence examples for regularization test from inspiring English sources

To overcome the challenges with high dimensionality, we propose a new approach called a shrinkage-based regularization test, which is suitable for a variety of data structures including the one-sample problem and one-way MANOVA.

The crosstalk between layers was, however, visible with both regularization parameters tested.

Different regularization methods were tested with a wide range of weighting factorsa.

The regularization algorithm is tested for an experimental rotor-bearing rig.

A popular approach has been certain type of regularization of t-test.

Significance tests show that with λ1=10 and λ3=30, the sparse group lasso is significantly better than all other regularization methods under all testing conditions.

In numerical tests, the regularization parameter α is selected by α = δ 2 M 2. From Figures 1 and 2, we can conclude that the approximation effect of wavelet dual least square regularization for y = 1 and y = 0.5.

In this work, the SVM training has been carried out by the optimization of various kernel function parameters and the value of the regularization parameter C. Preliminary tests showed that the radial basis function (RBF) kernel gives better results than other kernels.

Fig. 3. L-curve used showing the data misfit χ2(m) against the regularization term for different values of parameter λ (red numbers) in the closed-loop test.

While performing the recognition of any test image, the regularization term ε in Equation 3 is fixed to 10−4 max where max stands for maximum value.

These can be assigned to combined effect of surface conductance, as observed in the checkerboard test, with the regularization term constraining the size of the conductivity jump across the 400 km boundary, and the lower sampling rate of non-dipolar coefficients, reducing the information contained in the signal at periods below 1 day, which are the most sensitive to upper mantle conductivity.