Sentence examples for misclassification is minimized from inspiring English sources

In artificial neural networks (ANN), this translates to the minimization of the error surface during training such that misclassification is minimized during generalization.

First, phenotype misclassification is minimized by prospectively determining ARDS using the AECC definition.

However, misclassification was minimized since we also had data on the birthplace of grandparents.

Misclassification was minimized by grouping conditions only to 3-character ICD-10 code levels.

They were also conducted to ensure understanding of each of the scale's items and enhance the quality of the clinicians' diagnosis during the validation phase (see methods) [ 46] and ensure that misclassification was minimized [ 47- 49].

Using the postcode may have introduced some misclassifications; however, since the postcode was provided by the participants, any misclassifications were minimized which was also supported by the probabilistic sensitivity analysis.

Wu and Zhang found the edge direction based on the Fisher's linear discriminant so that the chance of the misclassification of each pixel is minimized [20].

This approach resembles a pharmacogenetic approach or experiment where smoking exposure is comparable but phenotype misclassification of cases and controls is minimized, thereby improving the power to detect differences between affected (COPD) and unaffected (resistant) smokers.

By doing so, nondifferential misclassification might be minimized and risk factors with weaker associations might be more easily identified.

By using well behaved representative data and well trained classifier the misclassifications can be minimized.

Misclassification among controls was minimized by rigorously explaining the definition of ILI to the subjects.