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It remains clear that adults show the greatest tendency towards binary performance (i.e., rating each un- form as either 5 or 1), and youngest children the least.
RF case/control prediction probability scores span from 0 to 1, and for binary performance estimations we selected a case threshold of 0.45 or greater.
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For binary data, performance measures can be derived from a confusion matrix (Fawcett 2006).
The binary relevance performance can be considered as the baseline in this case.
However, in terms of the entire binary string performance, these methods are not as good as the approach presented in this paper, especially when is large.
And, secondly, the new and future economy not only rewards but requires that both men and women move beyond the binary gender performance of the past.
These data with simulated outliers allows for the use of measures of binary classification performance during the evaluation.
Binary classification performance of the region-specific models was externally validated by classifying the subjects from the other region.
First, the multiple-time-point nature of the data initially decreased the binary classification performance of the static LDA classifier [ 52].
This illustrates that while there are only small improvements in binary classification performance, the classifiers are able to distinguish between the disease set and the control set in the way we intend to use them.
For binary classification performance, patients assigned to the poor prognosis group were considered true positives (TP) if they died within 5 years, whereas if these patients survived longer than 5 years they were called false positives (FP).
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