This particular data point falls within the scope of the SFA model, and as such, Eq. (2) can be interpreted as a weighted covariance calculation relative to diagonal matrices and .

Polish the sentances this data point would be covered by the SFA model From this perspective Eq2 becomes the weighted covariance with respect to diagonal matrices and

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