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Further attempts of designing VQA systems based on a single ML predictor were made, e.g., by Liu et al. [17], who used a feedforward neural network to predict the mean opinion scores (MOS) of images distorted with JPEG compression and blur.
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The predictor is made publicly available on a website.
Mathematically, this is attributed to the statistical weighing step where the contributions of the better predictors were made more significant.
For the final models, pairwise comparisons for categorical predictors were made, with Bonferroni adjustment for multiple comparisons.
INPP5F remained significant (P=0.02; HR, 1.7; 95% CI, 1.1 2.7) after adjusting for del(17p) and trisomy 12 (a stepwise variable selection did exclude del(11q) and del(13q) from the model; no other predictors were made publicly available).
If the coefficient is significantly different from 0, then the predictor is making a statistically important contribution to the outcome.
A comparison between stream discharge and turbidity as predictors is made to investigate the effectiveness of turbidity to estimate water quality.
The second group of predictors is made up of farm structure variables such as farm-labor relationship, access to credit, farm tools possession, and rights on land.
In the scoring experiment, a large set of models submitted by the docking predictors is made available to the community to test scoring functions independently of conformation generation algorithms.
Dichotomization of possible predictor variables were made to allow for comparisons to be made with those of earlier studies.
Transmembrane predictions with Phobius (v1.04) [ 30], a leading transmembrane topology predictor, using default settings, were made for all sequences.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com