In this dataset, positive examples were balanced by taking equal number of negative examples from total negatives.
Controlling costs, for example, must be balanced with large measures of autonomy for the men and women who do the creative work and run the individual agencies.
We have investigated the impact of class imbalance on learning for miRNA prediction and found that during learning the positive and negative examples should be balanced for best performance [14].
Even at established sports where Team GB is expected to do well – swimming and cycling for example – enthusiasts will be balanced by those who would struggle to place the four strokes in the medley or remain unsure of the disciplines in the omnium.
The lower bound is optimal for example if (Omega ) is balanced with respect to (w) then we have equality and it would be interesting to find an optimal upper bound.
According to Emma Shields, information manager at CRUK, "This study shows the more meat you eat, the higher your risk of getting cancer and obviously the reverse is true - the less you eat the less likely you are to get bowel cancer," NHS guidance says there are some benefits of red meat - iron and protein content, for example - that must be balanced against potential risks.
Reconciling an individual's right to receive an expensive service, for example, had to be balanced with the collective rights of the wider population within a state-funded health system with finite resources.
He drew his mother drowning in medical jargon, for example, and walking the tightrope that was balancing her medication.
Forgetting and borrowing are at odds, for example, and need to be balanced.
Periods of fasting in pinnipeds, for example, are assumed to be balanced by periods of more intensive feeding over the course of the year [65].
