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Non-redundancy: evaluates the ability of context does not contain too much redundant information, i.e., information that has already been given in a previous tweet.
If the "Health Care" category articles contain these words respectively, then the feature words for the text classification contain too much redundant information.
The major practical challenge addressed here is finding operations which, when implemented in software, present the user with crucial algebraic information about his problem while not overwhelming him with too much redundant information.
If the sliding window is too small, the prediction accuracy would suffer from the loss of neighborhood sequence information; on the contrary, if it is too large, much redundant information will be included especially for the cases of short TMHs.
One reason is that the top-ranked genes could be highly correlated, and therefore the selected features might contain much redundant information.
While allowing overlap is an important advantage of clique-based approaches, excessive overlap carries too much redundant information and makes downstream analysis difficult.
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RRXS generates much smaller relational instances than those of hybrid inlining due to redundant information being captured by XFDs.
Because the number of time points is usually much smaller than the number of genes, a microarray dataset y t(t = 1,... T) has redundant information.
So much so that the surtitles are pretty much redundant.
Sometimes, though, bursts of redundant information chatter like ticker-tape dispatches, or shrink-to-fit clauses are stuffed with imagery.
Worst: Some sections lead to redundant information.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com