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To provide an out-of-batch estimate of performance, leave-one-batch-out cross validation was performed by training on each combination of all but one data set and testing on the left-out data set.
Cdj = Estimate of performance degradation of VM j due to migrations.
We develop an analytical model for CCI and ECCI techniques for fasthand estimate of performance trends and critical design parameters.
Because the COP varies over both the range of operating temperatures and amongst different models of heat pumps, an aggregated estimate of performance is necessary to predict energy requirements over the geographic and temporal ranges studied.
On this basis, the proposed flow allows an early exploration of the hardware configuration space, a preliminary estimate of performance, and the rapid development of a system able to satisfy the design specifications.
Generating 1000 such matrices and testing prediction performance for the gene group on each gives a distribution of AUCs that is an estimate of performance under the null hypothesis of performance solely from multifunctionality effects.
Similar(36)
The eight seeded nations -- the host countries, Argentina, Brazil, France, Germany, Italy and Spain -- will be in one of the eight groups, which are based for this tournament on geographical considerations rather than on estimates of performance.
The estimates of performance MOEs contain a certain amount of uncertainty.
Table 2 Parameter estimates of performance decline and proficiency nac aca Group comparisons Est.
Therefore, the estimates of performance of PLS-3 obtained by tenfold CV × 5 were accurate in predicting the performance of the signature in our independent test set.
Our analyses demonstrate that the two paradigms yield essentially identical estimates of performance when the true accuracy level (d′) is equated.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com