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The comparison and analysis of classification complexity are made between the two measures and it is indicated that neighborhood-tolerance conditional entropy is a more effective feature evaluation criterion than dependency in incomplete decision table.
Since Q5 added an additional level of complexity to the classification algorithm, CCRs were calculated for classification algorithms with and without Q5 to determine whether classification complexity could be reduced without sacrificing CCR.
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Faced with these classification complexities, we chose to classify all post-procedural headaches as primary headaches, although we fully acknowledge that de novo headaches with a causal and temporal relation to EVT can be conceived as secondary headaches.
As, we could get only an overall picture of the logistic organization and health system in each camp, we considered the size (maximum population) of camps as a proxy classification for complexity and logistic difficulties.
However, we observed that, as one descends the hierarchical path, the prediction accuracy progressively decreases as the classification task complexity increases.
A limitation may be caused by the somewhat arbitrary decision to combine studies into low, middle or high classifications of complexity and risk.
These photographs in "Kitchen Table Series," completed in 1990, are accompanied by 14 panels recounting the path of a 38-year-old woman with a "bodacious manner, varied talents, hard laughter, multiple opinions," as a panel says, who resists classification and embraces complexity.
A fairly complete computational complexity classification is obtained, a number of polynomial-time algorithms are designed.
Figure 7 Illustration of the frame-by-frame slice complexity classification based on the adaptive thresholds.
We recently developed a 3-tiered classification for the complexity of liver resections based on utility weighting by experts.
Despite the efforts of recent studies, however, a complexity classification of degree-2 #CSPs has eluded from our understandings.
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