Sentence examples for distributions of classes from inspiring English sources

The distributions of classes E (nonconserved) and F (unique) are generally broader and of a more irregular shape.

In the present study, a computer program was written to enumerate the equivalence classes of ADG models and study the distributions of class sizes and number of edges for graphs up to n=10 vertices.

To evaluate the significance of each module, genes in the interaction network were randomly sampled to generate 5000 random distributions of class labels for each module size.

When changing the number of clusters, the distribution of classes in the different categories will probably differ.

UA recall is the average of per-class accuracies and more useful than WA recall when the distribution of classes is highly skewed.

Dealing with class imbalance Preliminary experiments showed that neither Random Forests nor DAC were able to handle the highly unbalanced distribution of classes in this dataset.

Moreover, these policies should operate without prior information regarding the distribution of classes, as this varies over the course of the stream.

The type of properties, the number of compounds, the diversity of the dataset and the distribution of classes affect the discretization result.

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

The method in [13] focuses on a characteristic that discriminant analysis can concern global information of data with distribution of classes for classification.

Table 2 Distribution of classes in the training data   # % Sentences with inclusive pronouns 1395 12.9 Sentences without inclusive pronouns 9446 87.1 Total 10,841  .