Your English writing platform
Discover LudwigExact(6)
The "combined" prediction approach resulted in greater prediction accuracies than those of the "within" prediction approach for all levels of N t.
Only markers informative for a given prediction approach were considered for computing A. Consequently, markers had to segregate (always meaning MAF > 0.05) in at least one heterotic group for the "combined" prediction approach, in both heterotic groups for the "across" prediction approach and in the corresponding heterotic group for the "within" prediction approach.
All prediction approaches were applied to the same random splits of the data set into training and prediction set, and a paired t-test was used to determine the significance of differences in prediction accuracy observed between the "combined" and "within" prediction approaches.
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.
Similar(54)
Specifically, we use the penalty strength that maximizes the predictive correlation in within-cohort prediction in Croatia.
A third solution, and one preferred in machine learning and elsewhere, is cross-validation (see, for example, Browne, 2000), sometimes called within-sample prediction.
In contrast to within-cohort prediction, in across-cohort prediction sparse models have better generalization performance.
Within-study prediction using the presented model could support the application of adaptive trial designs.
Overall, we can consider cross- and within-study prediction as two related but distinct problems.
Write better and faster with AI suggestions while staying true to your unique style.
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