The mixed model was chosen for analysis because it best handles unbalanced data, allowing for modeling of both the time-dependent change in variables as well as the time-dependent change in the magnitude of association between variables.
Sometimes, the best offense is an unbalanced one that feeds the main attraction, the hot hand, over and over and over again.
It's easy to feel sympathy for the former Paraguay boss as he attempts to squeeze the best out of an unbalanced squad which needs a modification in playing style against the backdrop of continual behind-the-scenes turmoil.
At best, only indirect, often unbalanced, comparisons were available for determining the superiority of one treatment over another (or even any effectiveness beyond a placebo effect).
The best approach for managing the unbalanced class sizes was to apply an increased cost weighting for misclassifying Flashback scenes.
The winner will be whoever offers the best parenting for a fragile and unbalanced economy.
In younger patients for example, a balanced posterosuperior defect can be reconstructed by a deltoid muscle transfer, in contrast to an unbalanced one, which is best treated with an active transfer of the latissimus dorsi muscle and tendon.
Due to the fact that the current benchmark dataset contains sufficient number of negative samples and a small amount of positive samples, we proposed an improved AdaBoost called Unbalanced-AdaBoost to make the best of the negative samples.
Yet the ones we liked best were not in any way overbearing or unbalanced.
