Sentence examples for assessing the predictions from inspiring English sources

Additionally, by assessing the predictions using a confidence score, we have been able to provide a putative GO‐BP term for 1422 previously un‐annotated genes or about 77% of the un‐annotated genes represented on the microarray and about 19% of all of the un‐annotated genes in the D. melanogaster genome.

For this reason, we used the Brier score for assessing the prediction ability of the proposed threshold model, which assigns a numerical score based on the predictive distribution.

In this last step, a filtering method is sequentially applied to update state and parameter estimates, with the purpose of improving model prediction and assessing the prediction uncertainty.

We provided experimental evidence of the limitations of the evaluation commonly used for assessing the prediction performance.

In this study, we provided experimental evidence of the limitations of the evaluation commonly used for assessing the prediction performance.

Assessing the prediction accuracy for each compound in the training data set revealed that different compounds show different prediction accuracies, ranging from 83.3% to 100% (Table 6).

The potential for an over-fitting bias was acknowledged by assessing the prediction accuracy of the leave-one-out (LOO) procedure.

The significance of the classifier was assessed through permutation testing by permuting group assignments, and then assessing the prediction accuracy using the 10-fold cross validation strategy on the permuted data.

For prediction of contact pairs in Level 2, we assessed the predictions by accuracy, which was the total number of correctly predicted contact pairs divided by all predicted pairs.

The method is also used as a "bench-mark" to assess the predictions of the statistical energy analysis (S.E.A).

An experimental setup has been designed, built and calibrated in order to assess the predictions provided by the model.