Sentence examples for high imbalance from inspiring English sources

In this context, classes are usually characterized by a high imbalance, i.e. positive examples for a class are much less than those negative.

In this paper, we propose two risk-sensitive loss functions to solve the multi-category classification problems where the number of training samples is small and/or there is a high imbalance in the number of samples per class.

To avoid the risk of high imbalance charges, a market participant could buy a balancing contract with another party.

In particular, frequent activation of OCGT with high marginal cost to manage unexpected sudden wind drops lead to extreme high imbalance prices.

While when providing both arbitrage and balancing service, ES tends to keep state of charge above certain level to be ready to capture the rare but extreme high imbalance prices.

We note that at times, we suffer from the high imbalance problem.

A pilot programme in 24 areas, selected for their very high imbalances, saw the average ratio fall from almost 134 in 2000 to just under 120 in 2005 – still high, as the experts involved acknowledge, but a substantial improvement.

ComScore found that Amazon's tablet has a customer base that is 56.6% female, the highest imbalance among iPad, Android and Amazon devices.

A higher imbalance between loans and deposits indicates higher needs for financing resources beyond those provided by traditional banking.

Within Rodentia, Myomorpha displayed higher imbalance in comparison to Sciuroidea, Caviomorpha, Castorimorpha and Anomaluromorpha.

These differences could explain why they have higher imbalance index (Table 4, Figure 3) than Ctenohystrica and Castorimorpha and less than Myomorpha.