Sentence examples for the class homogeneity from inspiring English sources

To build an efficient classifier, we improve the class homogeneity of the originally constructed information granules (by adjusting the prototypes of the clusters) and use a weighting scheme as an aggregation mechanism.

The split that is chosen maximizes the class homogeneity within each resulting subset.

The significance of the test is reflected in the probability (P-value) of observing a mean distance δ as small or smaller than the observed δ o under H 0. In addition, a measure of the within-class homogeneity is provided by A=1−δ 0/δ e x p.. The extreme case of all within-class observations being identical, equals to δ o =0 and A=1.

They were chosen to have different characteristics in terms of number of classes, number of samples, class homogeneity with regards to scale, perspective, and illumination.

The proposed clustering method was robust in terms of finding natural clusters, allows using categorical and continuous variables, and offers a reasonable compromise between geographic contiguity and class homogeneity.

Each subgroup/genotype is then handled recursively until class homogeneity is reached or some stopping criterion is met.

In addition, excluding infants with LBW may have resulted in increased social class homogeneity because low social class is a determinant of LBW [ 47], probably adding to an underestimate of the total effect estimated in our assessment.

We set the final number of clusters at five, according to their overall contribution to inter-class homogeneity as determined by the diagnostic test of model improvement.

The final number of clusters was set at four, according to their overall contribution to inter-class homogeneity, as determined by the diagnostic model improvement test.

Since the mean distance δ under H 0 is 0, an A>0 represents within-class homogeneity and an A<0 signifies within-class heterogeneity.

The result is an approach to industry classification that reflects industry structure, reduces egregious cases of between-class homogeneity and within-class heterogeneity, and accommodates changes in technology.