Sentence examples for by comparing the classification from inspiring English sources

A lab experimental work has validated the chosen models in simulation by comparing the classification efficiency results.

The diagnostic accuracy of a clinical test is typically evaluated by comparing the classification of individuals by the test with their classification by some diagnostic gold standard.

We examine the accuracy and robustness of our technique by comparing the classification accuracy of our technique, a maximum entropy-based aggregation technique, and four classification methods on a real-world, two-group data-set concerned with bank failure prediction.

This matrix is calculated by comparing the classification of the images from 1991 and 2013.

By comparing the classification results in Table 5, we can further analyze the robustness of the two models.

Finally, the optimal combination of channels is selected by comparing the classification accuracy rates using an SVM with all combinations.

The plausibility of MI was confirmed by comparing the classifications with and without MI constraints: the differences in classification were not significant (χ; p < 0.001) and information criterion favored the constrained model.

Again, we have constructed nine ER status classifiers using the different combinations of feature selection and classification techniques, and we assess each of them by comparing the classifications with known phenotypes in the independent patient data.

The Rand indices adjusted for chance derived by comparing the true classification to the classification induced by the models fitted using the random initialization strategy are given in Figure 2. The cluster performance is clearly worse than for the models fitted with initialization in the true solution.

Finally, the UN GHS/EU CLP classification criteria were applied for these simulated chemicals and predictive capacity (correct classification) was calculated by comparing the theoretical classification (resulting from the resampling approach) with the observed classification.

By comparing the various classification systems with an intuitive classification done by treating physicians, we additionally evaluated the practical usefulness of the WHO classification system and the various modified classification systems.