IEEE/ICACT20260379 Slide.13        [Big Slide]       Oral Presentation
As shown in this figure, there are a few large eigenvalues on the right side. These large eigenvalues are the dominant eigenvalues that represent the characteristics of the entire data matrix, and their eigenvectors indicate the direction of the dominant features of the data. The small eigenvalues on the left side are clustered, which is related to randomness. Also, fluctuations in these eigenvalue sets affect the overall calculation, so they need to be carefully considered.

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