Sentence examples for prior scaling from inspiring English sources

Additionally, Random Forests is robust to the presence of a large number of irrelevant variables; it does not require their prior scaling [37] and can cope with complex interaction structures as well as highly correlated variables [46].

Specifically, differences in sequencing depths will reflect as different scaling of the coefficients of the regression model and any prior scaling of the signals will only amount to other, scaled, coefficients.

Priors for the other parameters were set with the same parameters as the starting values described above, with the Match, Insertion, Deletion, DeletionIn and DeletionOut state transition priors scaled by the initial profile length, to reflect their multiple use.

This level of methodological rigor distinguishes development of the BD Sx from prior scales developed for BD research and clinical practice.

That is because of the fact that the watermark is only rotationally invariant due to its structure of homocentric cirques and scaling invariant due to prior scale normalization of the whole image.

Then, in the long run, we find that the microentrepreneurs in either consulting treatment group reverted back to their prior business practices, and that microentrepreneurs in the cash treatment group reverted back to their prior scale of operations.

Again, in concert with the earlier descriptions of the HC-QIs items comprising this quality scale we find a reversal in findings from the prior scale.

Here, S ε and d. f. ε are the prior scale and prior degree of freedom assigned to the residual variance and { ε i = y i − μ − ∑ j = 1 p x i j β j } are the current model residuals.

For j in {1, … ,  p} update the variance of marker effects with a draw from a scaled-inverse chi-square density with scale and degree of freedom parameters β j 2 + d. f. β × S β and 1 + d. f. β, respectively, where S β and d. f. β are the prior scale and prior degree of freedom assigned to the variances of marker effects.

The latter is a particular problem when performing pilot scale experiments and optimizations prior to scaling up to production scale.

This increase should be kept as minimum as possible, which is possible by careful selection of those accelerograms which are best fit to target spectrum prior to scaling.