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The results suggest that non-blinkers employ an efficient target selection strategy that relies on well-learned alphabetic and numeric category sets.
Here we present evidence suggesting that part of this variability may lie in the efficiency with which targets can be distinguished from non-targets at an early processing stage, possibly on the basis of perceptual features or the availability of well learned alphabetic and numeric category sets [43].
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The Tenth Revision (ICD-10) differs from the Ninth Revision (ICD-9 and ICD-9-CM) in several ways, although the overall content is similar: First, ICD-10 has alpha-numeric categories rather than numeric categories.
[ 5] It is a reporting system which is very similar to Bi-Rads that includes numeric categories.
Numeric categories were the following: 0, needs additional imaging evaluation; 1, normal; 2, benign; 3, probably benign; 4, suspicious; 5, highly suggestive of malignancy; 6 proven malignancy.
Table 1 Seven QSAR datasets Dataset Output Number of compounds Number of descriptors after preprocessing AquaticTox Numeric 322 184 bbb2 2 Categories 79 22 Caco-PipelinePilotFP 3 Categories 3796 379 Caco-QuickProp 3 Categories 3796 47 MeltingPoint Numeric 4126 169 Mutagen 2 Categories 4335 1283 PLD 2 Categories 324 308 Summary of 7 QSAR datasets.
More precisely, the CS problem can be stated as follows [22, 33]: Let us consider a set of variables where each variable may be: a numeric or a category.
Morfeld and Erren suggest "results may depend considerably on the chosen numeric interpretation of categories".
They awarded numeric scores in 18 categories, from noise/vibration and interior comfort to braking and maneuverability; the scores were totaled to determine the rankings.
Additionally, ordinal data are not additive and simply changing the numeric values assigned to categories can affect the overall scores and interpretation of respondents' performances.
Comparisons or distributions between categories and numeric variables, e.g. age, measures of pathological lesions, were assessed by the Mann–Whitney U test or Chi square analysis.
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