Sentence examples for majority of the classification from inspiring English sources

For the majority of the classification and analytical methods evaluated, estimates of effect were biased toward the null.

The majority of the classification systems was based on a judgemental approach, relying on clinical experience and intuition, and a minority was based on a statistical approach and prospective study designs.

The majority of the classification analyses produced an average testing accuracy, calculated over 10 cross-validation datasets, greater than or close to 90%, with the exception of two SNP-only analyses; the 500 K-only and Array6.0-only analyses had relatively low testing accuracies for the classification of samples from two closely related ethnic populations, CHB and JPT.

In the ensemble technique, the scheme employed in this work, the classification of a new pattern x is typically made through majority voting of the classification predictions of j >1) single (or base) classifiers.

This class includes: Consensus networking – In this approach, the test instances are fed into several (computational intelligence) classifiers and majority voting of the classification decisions of these classifiers are taken.

It is worth stressing that the overwhelming majority of the existing medical classification methods concentrate almost exclusively on the accuracy issues.

> The majority of papers describing the classification of bacteria with electronic nose devices appeared around the turn of the century [ 9– 12].

The majority of protein classification methods rely on alignment to known protein sequences to identify the similarities and to build various forms of models (e.g., regular expression patterns [ 4], protein fingerprints [ 5], position-specific scoring matrices [ 6], and profile hidden Markov models [ 7]).

Next, we compared the classification result obtained by the majority of the classifiers with the histopathological classification that is the gold standard for cancer detection.

As shown in Additional file 1 (see also Figure 4 for a simplified tree to the class level), the majority of probe-set classification results were consistent with existing taxonomic classifications.

Indicators of antecedent moisture, particularly those derived from antecedent discharge, account for the majority of the splitting nodes in the classification trees for all three streams.