Sentence examples for various imbalance from inspiring English sources

As there are various imbalance indicators, the optimal approach would be to develop a multivariate approach to jointly incorporate all the informational content of the indicators.

The paper presents the results of testing the method on a collection of imbalanced data sets with various imbalance ratios and various numbers of subclasses.

Another advantage of this approach for our purposes is that it also allows a breakdown of the contribution of each productive factor to growth, so that it allows any differences in the relevance of the various imbalance indicators to each component of the production function to be detected.

We also experiment with co-training, in addition to self-training, and investigate how ensembles of self-training and co-training Naïve Bayes classifiers behave in the semi-supervised framework when dealing with various imbalance ratios.

The five datasets used in this study were labeled, and therefore we were able to create, via resampling, various data subsets with various imbalance degrees (from 1-to-5 to the original 1-to-99), in order to observe the algorithms' performance with respect to the imbalance degree.

"We believe that much of the effect on spending of the increase in real income coming from lower oil prices will be offset by measures by the Chinese authorities to take care of various imbalances faster, to be tougher on shadow banking, to reduce public investment".

The World Bank Country Manager to Zimbabwe, Ms. Camille Nuamah said the Zimbabwe Poverty Atlas is important in measuring poverty and will go a long way in assisting developing countries such as Zimbabwe to design policies that target the marginalized and address the various imbalances especially among the poor.

The yeast prions rely on cellular chaperones for their propagation, but can be cured by various chaperone imbalances.

The sweeping scale of the Me Too movement makes it clear that no mere set of rules is sufficient to prevent workplace harassment, especially when those rules fail to speak to all of the various power imbalances that make the critical distinctions between genuinely consensual workplace romances and harassment.

Lipid droplets have been observed in many different cell types challenged with hypoxia, ischemia, or various metabolic imbalances.

She consulted Dr. Theresa Ruggiero, an optometrist, who found that Sue's eyes were developing various forms of imbalance — this sometimes happens after surgery for strabismus — and that the reasonable vision she had enjoyed for decades was now being undermined.