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The algorithm was first run with the formed training sets to compute the class centroids, after which the unseen (55%) test data samples were classified according to their closest class centroid.
MED classifications were run for the 194-, 30-, and 13-band cases using the following three sets of minimum distance parameters: (1) no maximum standard deviation around the training class means, which classifies all pixels to the closest class; (2) one standard deviation; and (3) two standard deviations from the training sample means for each class.
For a given sequence, ProStar computes a six-dimensional deformation vector v (twist, tilt, roll, shift, slide, rise) for the whole sequence and uses Mahalanobis distance to find the closest class.
To resolve ties, the algorithm uses the value of the difference between the signal expression mean for each gene in the given class and the mean in the closest class.
Especially against (iv), the closest class (bottom 25% in the physical distance) of linked duplogs switched from inverted-rich states in 0 ≤ dS < 0.03 to direct (head-to-tail -rich ones in dS ≥ 0.1 (panel D of fig. 7).
If in the restroom, go out with the closest class you see.
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But Lawrence has to combine or close classes on occasion, Dr. Rosenbaum said.
Due to the lack of morphological change, adverbs in Chinese are more prone to be deemed as close-class or at least half-open half-close items.
Officials also closed classes and sent workers home in areas along the projected path, and two hospitals were completely evacuated.
Interventions, such as closing classes, schools, and clubs, are likely to affect the epidemic curves.
This closure has been performed during seasonal influenza outbreaks in Japan, closing classes when many students were absent from school.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com