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The result of the Bland Altman graph in Fig. 13 shows a higher number of outlying measurements in intervals from 600 to 800 (ppm) and partially in the interval from 1300 to 1400 (ppm), which is caused by changes (transient phases) within predictions in connection with the coming and leaving of a subject into a room of SHC.
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The "combined" prediction approach resulted in greater prediction accuracies than those of the "within" prediction approach for all levels of N t.
The impacts of generating energy from heavy and light fuel oils are similar, with the differences being within prediction uncertainty.
The cradle-to-gate environmental impacts (Table 2) for a majority of impact categories (11 of 15) are within an order of magnitude and thus their differences lie within prediction uncertainty.
Odds ratios (ORs) for the GRS and metabolite traits within prediction models, separately and jointly, are shown in Table 2.
Within-population predictions for the four traits ranged from 0.21 to 0.72.
Within-family predictions were evaluated, and prediction abilities were measured as the proportion of total trait variance explained by the model (R) in the validation set.
In contrast to within-cohort prediction, in across-cohort prediction sparse models have better generalization performance.
Specifically, we use the penalty strength that maximizes the predictive correlation in within-cohort prediction in Croatia.
These estimates agree within 21% with predictions from analytical approaches at all sites.
A third solution, and one preferred in machine learning and elsewhere, is cross-validation (see, for example, Browne, 2000), sometimes called within-sample prediction.
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CEO of Professional Science Editing for Scientists @ prosciediting.com