Sentence examples for imbalance in the classification of from inspiring English sources
This imbalance in the classification of MetS has led the American Diabetes Association and others (6, 23) to call for alternate sets of criteria for diagnosing MetS.
In this work, we present a novel boosting algorithm for the classification of imbalanced data.
For the classification of imbalanced data, accuracy is not an appropriate measure because it may be still high when the sensitivity is very low [ 65].
The experimental study showed that the proposal is able to handle imbalanced Big Data obtaining competitive results both in the classification performance of the model and the time needed for the computation.
To assess the impact of imbalance in the sizes of the disease activity groups upon classification performance, the AUROC was also calculated using a cut-off equal to the median DAS28-CRP of 4.6.
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.
The results could support planning and operations decisions for re-design and management of BSSs in relation to the spatial implications of the stations and the users' mobility patterns, due to the classification reveals imbalances in the distribution of bikes and lead to a better understanding of the system structure.
Effectively, you're creating an imbalance in the brain the same kind of imbalance Xanax is prescribed to correct just in the other direction.
Effectively, you're creating an imbalance in the brain – the same kind of imbalance Xanax is prescribed to correct – just in the other direction.
Class imbalance occurs when examples from one class outnumber those of the other class, which results in great underestimation of the classification performance of the minority, thereby further affecting the evaluation precision of the overall classification performance.
