Sentence examples for by classification error and from inspiring English sources

The leave-one-out cross-validation method has been used to minimize the ill-effect caused by classification error and the radiography with contrast medium was used to confirm proper epidural needle placement.

First, consistent with the findings of [ 19- 21], the overall classification error rates across the single-gene, gene-set and network methods were comparable, suggesting that more complex models when assessed purely by classification error rates aren't necessarily more accurate.

Classification error and classification accuracy follow the trend of Kappa index.

Although the land cover change rates are doubtless influenced by classification errors in both 1992 and 2001 NLCD maps from which the change map was derived, the strong statistical significance of the results, and the intuitive direction of the effects of protection status and population change contribute to the strength of the results.

However, these results were highly confounded by classification errors.

The models were evaluated by calculating the classification errors and the root mean square error of prediction (RMSEP) for independent validation sets.

The final multifactorial model is thus selected from the classification errors and prediction errors.

Unlike the BoVW, our model is able to learn how to perform feature extraction, feature encoding, and classification guided by the classification error.

Table 5 displays the top-ten 1-gene, 2-gene and 3-gene classifiers, respectively, ranked by estimated classification error.

An optimal linear classifier then can be found by minimizing classification error (probability of misclassification).

This distribution is most likely influenced by the classification error discussed previously; however, the genomewide distribution may serve as a baseline level for comparison with subsets of genes.