Exact(2)
By systematically varying the ratio of deleterious to neutral mutations in the training set, the authors concluded that balancing the training dataset improves the performance of SVM as evaluated by several accuracy measures, even when the distribution of the data is just mildly imbalanced.
As a result, classifiers that produce good classification results under normal circumstances (i.e., in the presence of balanced or mildly imbalanced distributions) can be seriously compromised when faced with skewed distributions, as classifiers become strongly biased towards the majority class.
Similar(58)
Minutes after the head pain onset, she noted mildly slurred speech, which also resolved by the following morning, and upon attempting to ambulate she felt very imbalanced, which persisted for several days.
But the relationship is imbalanced.
Britain is imbalanced.
His body is imbalanced.
You're imbalanced.
It's wonderfully imbalanced.
Use an imbalanced set.
In our case, laparotomy for duodenal obstruction was performed prior to mildly obstructed TAPVC repair because the fluid and electrolyte imbalance caused by intestinal obstruction can aggravate the fragile hemodynamic state of the patient with infracardiac TAPVC.
Mildly worried.
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Justyna Jupowicz-Kozak
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