Sentence examples for uneven classes from inspiring English sources

The proposed method tackled well with uneven classes and missing data, performing balanced diagnosis with relatively high accuracy.

Sensitivity to uneven class representation and to noise are two of several other important issues.

We experimented with an architecture consisting of cascaded neural networks to cope with uneven class distributions.

Balanced error rate was used as the performance metric due to the uneven class distribution of the dataset.

While we do not address these systematically in this paper, the experiments we describe involve uneven class representation as well as noisy data.

Weights were used to compensate for the uneven class sizes.

Finally, the significantly reduced performance and the uneven distribution of classes found in EDC questions its application for different management objectives.

Intuitively, a word that has uneven distribution over classes should obtain higher weights, e.g., words like 'great' are more likely to appear in positive texts than negative texts.

If a word occurs 200 and 100 times in positive and negative texts, respectively, we can safely conclude that the word has uneven distribution over classes, even though the ratio is the same with the previous case.

It makes no reference to class, uneven economic growth, geographical location, or the pressing business of everyday life in which millions of people cope with, rather than simply debate, both secular and religious ideologies.

Students say the class was uneven at times, but most agree that it was still much better than studying how Caterpillar might cut costs by a percentage point or how a Procter & Gamble manager should market a new brand of tissues -- the sort of topics and companies on which Harvard's case studies had focused for decades.