Apply ICP alignment between S ref, S i, then transform S refby the rigid transformation of ICP, the transformed sample is denoted by S i ′ ; 3.
Similar to Figure 1, 1,400 transformed samples of seven classes are drawn in Figure 9 by their corresponding colors.
To get direct information on the ability to perform non-fermentative metabolism, transformed yeast samples were placed on SD media containing 2%% sorbitol or 3%% glycerol instead of 2%% glucose [ 36, 37].
With such a nonlinear transform, the original samples are linearly divided into arbitrary clusters without increasing the computational complex.
To eliminate the inconsistence of position, pose, and scale caused by data acquisition, all samples are transformed into a uniform coordinate system.
After calcination at 673 K, these samples are transformed into FeMg mixed oxides with high surface areas around 200 m2/g and mesopores around 15 nm in diameter.
The γ > 0 determines how the samples are transformed into a high-dimensional search space.
In the final step, the diplotypes from samples are transformed into AA, AB, or BB formats according to the patterns of the diplotypes generated in the fourth step.
In this paper, LIBSVM package [ 40] with radial basis kernels (RBF) is used, where the kernel width parameter γ represents how the samples are transformed to a high-dimensional space.
Fifth, to calculate regression by PLINK, the diplotypes of the samples are transformed into AA, AB, or BB formats according to the diplotype patterns produced in the fourth step.
