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Next, the autocorrelation structure in the residual data is modelled and corrected for by means of an ARMA model.
The colour scale for the intensity data and residuals is clipped to ±3σ from the median of the residual data and a divergent rather than a sequential colour scale is used for the residuals to guide the eye.
The residual data is constructed to preserve zero false positive error until the last level of the hierarchy, where only most challenging samples remain.
For training set, 48 data (80%) were randomly selected and the residual data (12 data, 20%) were selected as test set.
The along-track correction on the residual data is then applied as a final step.
Finally, the residual data is updated as Y r =M−F :,Λ X Λ,:.
Similar(28)
The plot preferences for radial or elliptical profiles of the residuals (data - model) to imaging data.
Plot a radial or elliptical profile of the residuals (data - model) to imaging data.
Plot a radial or elliptical profile of the residuals (data - model)/error to imaging data.
Return the data used to create the radial or elliptical profile of the residuals (data - model) to imaging data.
Return the data used to create the radial or elliptical profile of the residuals (data - model)/error to imaging data.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com