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The error matrix was computed to test the performance of the method.
The modular structure of the parcel-wise graph was derived using the Infomap algorithm8, following Power et al.59 The parcel-wise adjacency matrix was computed by cross-correlating the average time courses from each parcel concatenated across all sessions.
The kinship matrix was computed using the centered identity-by-state method.
Land cover change matrix was computed by overlaying two land use/cover maps.
A dissimilarity matrix was computed using a shared allele index with DarWin software ([Perrier and Jacquemoud-Collet 2006]).
Each aggregated confusion matrix was computed as the sum of the confusion matrices of each cross-validation fold.
When the confusion/error matrix was computed, it showed an overall land cover change classification accuracy of 82.6% (producer's accuracy) and 75.3% user's accuracy.
For the 10-K set, a full (all-by-all) similarity matrix was computed for each of the six similarity measures.
Distance based approach which is based on calculating pair wise distance matrix was computed by calculating a dissimilarity matrix using a shared allele index with DARwin software (Perrier and Jacquemoud-Collet 2006).
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In the pre-computation phase, the plaintext deviation matrix and the plaintext cardinality matrix are computed.
The sensitivities of coefficient matrix are computed by analytical differentiation of the discrete Helmholtz integral equation.
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