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The best threshold value is the one that minimizes a misclassification rate.
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In this paper, we provide a theoretical result showing how to determine the subset of features of a given size that minimizes the misclassification rate for a nearest-centroid classifier.
Utilizing specialized identifier lists (seed) that help extract entities of a certain type greatly minimizes the misclassification of entities.
This approach resembles a pharmacogenetic approach and minimizes phenotype misclassification of controls, thereby improving the power to detect differences between affected and unaffected smokers.
An automatic method is used to choose a small subset of rules that minimizes the misclassification error on the fine-tuning data set.
In addition, sample overlapping conditions are considered for proper initialization of new hidden neurons, thus minimizes the misclassification.
The CSL minimizes the misclassification costs.
The prospective design minimizes differential misclassification of exposure status.
Collapsing cumulative exposure into three levels most likely minimizes potential misclassification.
The rotavirus EIA is highly sensitive and specific and thereby minimizes the misclassification of cases and controls [ 24- 26].
A more restrictive method for classifying cases which minimizes misclassification may be warranted when risk assessment is a primary concern for a study.
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CEO of Professional Science Editing for Scientists @ prosciediting.com