Sentence examples for imbalanced scenarios from inspiring English sources

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.

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.

This makes it possible to systematically analyze: (i) the "completeness" of a balancing circuit (the ability to address the imbalance between any two cells directly, even if they are not adjacent); (ii) the shortest path for balancing any two given cells; and (iii) the average efficiency of a balancing circuit for a statistical distribution of imbalance scenarios.

Kappa, alpha and delta have higher values of agreement for asymmetrical imbalance (scenarios 5 and 7) than for symmetrically imbalanced marginal totals (scenarios 4 and 6), contrary to what is desired.

In order to address the second paradox, we consider scenarios with symmetrical versus asymmetrical imbalanced marginal totals (scenarios 4-8 with same PO = 0.60) and scenarios with perfect symmetrical imbalance versus imperfect symmetrical imbalance (scenarios 9-10 with same PO = 0.90).

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 accuracy of the performance models is validated by comparison with simulations in a wide variety of scenarios with both balanced and imbalanced input traffic.

In recent years many solutions have been proposed to tackle imbalanced classification, yet they mainly concentrate on binary scenarios.