Sentence examples for minimizes the misclassification from inspiring English sources

In addition, sample overlapping conditions are considered for proper initialization of new hidden neurons, thus minimizes the misclassification.

Utilizing specialized identifier lists (seed) that help extract entities of a certain type greatly minimizes the misclassification of entities.

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.

The subset of features of size m0≤m that minimizes the misclassification rate is the one with the lowest value of equation (4); note that the m−m0 features not included in the subset are not involved in the calculation.

The CSL minimizes the misclassification costs.

The rotavirus EIA is highly sensitive and specific and thereby minimizes the misclassification of cases and controls [ 24- 26].

Therefore, a moving average window with optimal window length and threshold was designed to minimize the misclassification.

3.3, parameters required for effective performance of GMDH are determined automatically so as to minimize the misclassification rate.

In conclusion, the neural gas method seems to be the best choice for fMRI cluster analysis, given its correct classification of activated pixels (true positives (TPs)) whilst minimizing the misclassification of inactivated pixels (false positives (FPs)), and in the stability of the results achieved.

This choice corresponds to a conservative criterion that aims at minimizing the misclassification risk.

By minimizing the misclassification error, we obtained a 90 gene meta-signature that reliably predicts outcome in the meta-cohort.