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Data-sequence algorithm (left) vs. regular-features algorithm (right) to build a feature matrix of non-parametric models. The shaded rows on the left panel show the window of length 7 for the data-sequence algorithm based on the autocorrelation matrix results that report a lag of 7 for the available data
