Sentence examples for more effective classifiers from inspiring English sources

Nonetheless, the variables in multivariable classifiers should synergistically interact to produce more effective classifiers than individual biomarkers.

Conversely, if the aim is to differentiate between a case and control condition using expression, then factors viewed as global phenotypes could be more effective classifiers than local phenotypes (Hastie et al. 2000).

These relevant units of text were used in a combined way to identify a suitable composition that resulted in a more effective classifier for triage.

This paper aims to contribute to this line of research by the development of more effective associative classifiers.

Naïve Bayes appeared to be more effective base classifier than J48, and C.4.5 pruning won over the reduced-error pruning (Table 1, Additional File 1: Figure S1).

Here, we use a DNN for environment identification because it is more effective than other classifiers such as the Gaussian mixture model (GMM) and support vector machine for audio classification [39].

Moreover, both MC-ELM-AE-TsEL-W and B-MC-ELM-AE-TsEL-W outperform the majority-voting-based MC-ELM-AE-TsEL-V and B-MC-ELM-AE-TsEL-V, which indicates that the weighted-voting is more effective to boost multiple classifiers in this work.

In order to get a more accurate and effective classifier, genetic algorithm is used to make more reasonable adjustments to the classifier parameters.

Results also show that the best classifiers are more effective than existing algorithms.

The miRNA-based classifier was more effective than histopathological diagnosis in predicting prognosis.

An adoption of Cmap-based approach for ecotoxicological applications of gene classifiers may also provide a more effective and flexible tool for exposure and risk assessment.