Sentence examples for margin distribution from inspiring English sources

Therefore, cost-sensitive margin distribution learning is brought forward to obtain balanced margin distribution and detection rate between two classes.

This paper develops cost-sensitive margin distribution learning and proposes Large Cost-Sensitive margin Distribution Machine (LCSDM) to get balanced detection rate on imbalanced training data.

The proposed technique introduces the margin distribution based classification loss as the optimization objective and minimizes the loss on training samples, which leads to an optimal margin distribution.

Large margin Distribution Machine (LDM) is designed to get superior classification performance and strong generalization performance.

However, LDM generally has imbalanced margin distribution between two classes on imbalanced training data.

We call this technique MArgin Distribution base Bagging pruning (MAD-Bagging).

We found that the counterfactual polarization measures (those holding the margins distribution constant) correlated with the observed measures at greater than.95.

Hundreds of articles have been written about the various obstacles to building a commercially viable BOP business model, including profit margins, distribution, scale and marketing (PDF) to BOP consumers.

Last week Cardinal approved a spinoff of part of its business, leaving it reliant on the low-margin distribution services.

Last week Cardinal approved a spinoff of part of its business, leaving it reliant on low-margin distribution services.

The faster-growing IT business neared 20% of income, providing some juice to the low-margin distribution segment before skidding off track recently.