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The values of the enumerated labels for positive, negative and neutral sentiment were varied for sentiment analysis.
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The class label for positive and negative samples was set to +1 and -1, respectively.
Only two sentiment labels namely Pos for positive and Neg for negative are used for assigning sentences.
It is easy to see that for every graph which does not have a component isomorphic to K2, there exists such a labeling for some positive integer k.
(A'-A"') z projections of confocal stacks of an embryo after 4.5 days of development labeled for EdU-positive cells (green) and foxA -positive expressing cells (magenta).
Labeling for EdU-positive cells, together with cells expressing the oral marker foxA [ 34], showed that these populations are co-localized, and indicates that the asymmetric proliferation observed in the introvert at this stage occurs ventrally, at the region of mouth formation and nervous system development [ 34].
A scoring system for positive labeling including cell proportion and intensity (0 = none, 1 = low, 2 = medium, and 3 = high level) was used.
The range of final score within band ranges is mathematically enforced only if there is good separation in the storylines for the positive labels for each band.
The goal is to predict all the positive labels for unseen bags [ 18].
Labels for all examples in positive bags are then imputed based upon the sign of their discriminant function value.
Sections were evaluated for positive cell labeling in a light microscope by a masked observer.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com