Sentence examples for distribution of classes from inspiring English sources

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

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

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

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

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

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.

The report, based on three years of data from police forces across the country, also shows that commercial cultivation is being used as a means to fund other criminal activity, including distribution of class A drugs and money laundering.

Figure 2 Distribution of class rank at end of 11 th grade, 2002-2007 high school graduates.

A second test of the identification assumption is to examine whether the distribution of class rank is continuous at the cut point (McCrary, 2008).

The Chi squared statistics compared the observed distribution of class-feature value pairs to the distribution predicted by a Chi squared random distribution, and those features distinct from this null distribution were preferred.

We scanned the distribution of class 1 (c1) and class 2 (c2) toposites along the genome by using a sliding-window algorithm.