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We also allow for threshold constraints on both the beneficiary and donor sides, whereby the decision to help is based not only on idleness but also on satisfying threshold criteria in the number of jobs.
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Therefore, we show in Figure 2 how GO terms aggregated to different GO hierarchical levels can contribute to prediction results based on different thresholds, the number of GO terms satisfying each threshold, and the number of GO terms selected into each model.
The GA-kNN strategy was implemented with a threshold on the average Mahalanobis distance from the k nearest neighbours, so that only molecules satisfying the threshold criterion were predicted.
The number of users,, satisfying the threshold requirement at any time instant is not fixed but variable in correspondence with the user channel statistics.
Regarding the time complexity, the upper bound of running time changed by two factors of speed for the nodes satisfying the threshold condition.
In theory, a test sample satisfying the threshold criterion several times (i.e. having high K j ) is expected to be predicted with higher accuracy.
On the contrary, a test sample satisfying the threshold criterion for no training neighbours (K j = 0) indicates that there wasn't any training sample similar enough to reliably predict that test sample.
The number of users, n i, satisfying the threshold requirement on the i th T-PRB at any time instant, is not fixed but variable in correspondence to the user channel statistics on the available N c PRBs, and the SNR threshold chosen.
GO terms not satisfying the threshold are discarded.
The Sub_PIP_Detection (Algorithm 3) is recursively called until all PIPs satisfying the threshold condition are detected in amp_list (Algorithm 4).
A cutoff of P1 + P2 ≥ 20 was chosen, and all contigs satisfying this threshold were retained for further analysis.
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Since I tried Ludwig back in 2017, I have been constantly using it in both editing and translation. Ever since, I suggest it to my translators at ProSciEditing.

Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com