"imbalanced scenario" is correct and usable in written English.
You can use it to describe a situation where two or more competing elements are unevenly distributed. For example, "The current trade policy creates an imbalanced scenario, with one country receiving more benefits than the other."
This imbalanced scenario sounds all too familiar.
The evolutionary undersampling step is further accelerated by adding a windowing scheme adapted to the imbalanced scenario.
In particular, the imbalanced scenario included a comparison with a single trial, because the majority (196 out of 303) of observed loops had this characteristic.
To be avoided is an imbalanced scenario where health personnel are concentrated in busier health units serving a particular geographic area but are reduced in less frequented health units, compromising quality of care in the latter and triggering further declines in utilization of services.
Comparing, for example, the power of the test for the balanced scenario KAB = 4, KAC = 4, KBC = 4 and the imbalanced scenario KAB = 1, KAC = 4, KBC = 7 (each with 12 trials in the loop), power is higher when the distribution of trials is balanced across comparisons (ranges from 0.23 to 0.79) rather than imbalanced (ranges from 0.16 to 0.49) (see Table 2).
In particular, Class Switching, as a mechanism to produce training perturbed sets, has been proved to perform well in slightly imbalanced scenarios.
Both balanced and imbalanced scenarios were selected, informed by the empirical data.
Classification of the minority samples appropriately in imbalance scenario has become the main focus of study [7].
Comparing the degrees of symmetry (scenarios 9-10), wexpectcthatat perfect symmetrical imbalances (scenario 9) should have higher agreement than imperfect symmetrical imbalances (scenario 10).
The algorithm proposed shows suitability and a very good performance in imbalance scenarios and high overlapping between classes.
We present a study of the impact of flexibility in work migration in CoMD on load balance and the associated rebalancing costs for a wide range of initial and dynamic load imbalance scenarios.
