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Rules with three levels of complexity and applicability for management were defined in the tree models: (i) the repeated critical thresholds (predictor values across which fire characteristics change rapidly), (ii) the meaningful final probability classes and (iii) the trees themselves.
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The threshold predictor of CICT of stock domain in TPCC uses Equation 2 to calculate the t0 for given value of Rp of stock data object.
The padder inputs the threshold value for the given database design (t0) from threshold predictor and then pads the input workload with t0 so that the read follows the update with t0 delay to ensure the correctness of the read operation.
The threshold predictor of the CICT for stock data object was then used to find the minimum time gap (to) that must be inserted between a read and the latest preceding update to assure a correct read (1) on the stock domain.
If the predictors of good target detection are also predictors of slower search reaction times, the data would be consistent with the mechanism being the individual's quitting threshold; predictors of a high quitting threshold should be associated with both slower reaction times and better target detection.
Discontinuous error metrics such as proportion of misclassifications, sensitivity, and specificity are "improper scoring rules" however, since they impose arbitrary thresholds on predictor models and do not capture the uncertainty in the predictions [27].
In summary, we identified cumulative AUC and duration-of-therapy thresholds as predictors of amikacin ototoxicity.
Regarding ratio of %FEV1 to %FVC, we chose 1.2 which was most useful threshold for predictor of mortality using ROC analysis (ROC: 0.7671).
Choosing the appropriate prediction score threshold, the predictor identifies 35.5% of the genome as breakpoint-prone, and these regions indeed contain more than 75% of the actual breakpoints, more than twice the expected accuracy of a random predictor.
Depression is also linked to altered pain thresholds and a predictor for future pain [ 31].
Construction of the thresholds for each predictor in the MGAP was based on clinical knowledge.
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