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'The villain is the 20th century," says emigre film-maker Jonas Mekas in Douglas Gordon's pompous, empty feature film about this counterculture celebrity's early life.
Aside from the shallow "Tired old Belmont marketing more aggressively to younger people" angle, what is the point of this lengthy but empty feature, except to sound superior?
In this model coronal words are proposed to have an empty feature value slot for PLACE in the mental lexicon.
In general, even when an existing SMOTE applied to a biomedical dataset, its empty feature space is still so huge that most classification algorithms would not perform well on estimating borderlines between classes.
It is easy to see that a perfect feature (I k = F k for all k) gives a value QM = 1 and an empty feature (I k = 0, F K > 0 for all k) gives QM = 0.
One of the reasons is that even when an existing SMOTE is successfully applied to a biomedical dataset, its empty feature space is still so huge that it is difficult for classification algorithms to estimate proper borderlines between classes.
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A visit to Radiohead.com on Sunday offered viewers only a blank page, while the band's six-year-old Twitter feed was also empty, featuring only a message saying: "@Radiohead hasn't tweeted yet".
Empty features on the array were filled with randomly generated probes that had G+C content and length comparable to the C. albicans probes and that acted as controls for non-specific binding.
The A. nidulans microarrays consisted of 11,481 unique 70-mer oligonucleotides spotted in duplicate on the array plus an additional 1,000 control probes from Arabidopsis thaliana and 1,430 empty features (negative controls).
The ComBat algorithm was used to minimize assay batch effects on per chip median normalized scores [ 22]. Background subtraction based on empty features was applied to all replicates in a comparison as needed.
The Lund-zfa array is a PM only array, with Perfect Match probes arranged in a checkerboard pattern on the array and 4 empty features adjacent to each PM probe [ 15].
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Since I tried Ludwig back in 2017, I have been constantly using it in both editing and translation. Ever since, I suggest it to my translators at ProSciEditing.

Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com