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You can sync it with other gear using the CV, gate, and clock inputs.
In reality, On-Point had no employees and had used the CVs of potential employees.
The CV was determined using the method error of the measurement.
We also repeated the same experiments using the LOO-CV, LDO-CV and LTO-CV strategies (Supplementary Tables S10 S17).
In CV the training sets are necessarily smaller than the whole dataset and the CV error estimate is thus an upwardly biased estimator of the error of the prediction rule fit on the whole dataset.
The P-value is given by the fraction of null data sets resulting in CV errors less than, or equal to, the CV error of the real data set.
The average number of updates required by the SM-AP algorithm using the general CV, the simple choice CV, and the noise CV are 35, 9.7, and 3.6%, respectively, implying that the last two CVs also have lower computational cost.
The average squared error (ASE) evolved at each step until final step 4 was reached and inclusion of factors terminated because the ten error estimates computed by cross-validation (CV PRESS) stopped showing a decrease using the "one-standard-error" rule.
Confidence intervals were calculated using the approximate CVs.
It is based on the ratio of the CV prediction error resulting when the investigated preparation steps are applied only once using the whole dataset to the CV prediction error resulting when they are incorporated into CV.
The empirical CV was then computed from the sample moments and using the basic definition of CV: CV e = m 2 m 1 2 - 1. (63).
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com