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Of those who responded with a range, more participants (17.9%) reported a 5% interval range when using the isarithmic map (Figure 2C) than for any other data classification map style.
Estimates of hazard read from a probabilistic hazard map displaying only a gradational shaded stretch of values (Figure 2A) were less consistent than for other data classification types (Figure 7A,B), which suggests that there is low reliability in the way users may read and interpret information from this style of map.
The procedure of TC can be defined similar with other data classification tasks as the problem of approximating an unknown category assignment function F D × C → {0, 1}, where D is a set of documents and C is the set of predefined categories: F d, c = { 1, d ∈ D & d b e l o n g t o t h e c l a s s c 0, o t h e r w i s e (1).
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Finally, it can also serve for indexing other data, for example, classification of video content through the accompanying audio.
On the other hand, the data classification issue refers to that the classification accuracy obtained from mass spectral data is inadequate to attain a clinical level (e.g., 99.5%) in most studies.
Individual genes that did not fit into any of these three modes were grouped into a fourth classification, "other" (data not shown).
Besides, the resulting completed data can play a role of a good input for other mining tasks including educational data classification and association analysis.
Commonly, the result of such studies is a single map of potential locust habitats based on satellite data classification (Latchininsky and others 2007; Latchininsky and Sivanpillai 2010; Sivanpillai and others 2006).
At this moment, however, other data concerning the reliability of the classification system are not yet available.
These problems may result in discrepancies between gene trees and a species classification based on other data, which may became apparent if the markers are sequenced from several individuals of each species.
Integration of the results with other data informs many projects, such as those that perform cancer classification [5], genome annotation [6] and functional genomics [7].
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com