Sentence examples for efficiency of the predictions from inspiring English sources

Iterative training based on QBC-selected peptides considerably increases the sensitivity without compromising the efficiency of the predictions [75].

Moreover, sensitivity analysis of both models also proves efficiency of the prediction capability and generalization of the data.

To improve the efficiency of the prediction, the analysis frame is divided into 4 subframes.

The efficiency of the prediction of the model was confirmed by performing the experiment under the optimal condition.

To provide a more explicit description of the prediction algorithms, let us introduce the terminology and the measures used to evaluate the efficiency of the prediction methods.

CG developed and implemented the tool, tested the efficiency of the prediction algorithm and revised the manuscript.

It would be useful to quote examples of how a new methodology affects the efficiency of the prediction.

Good relative efficiency of the prediction metrics was observed in our examples, provided the sampling fraction was above 40% for the C-index, 60% for D, or 30% for the NRI.

In order to test the discriminatory efficiency of the prediction score model in FFPE tissue, normal and tumour FFPE samples from 22 patients in discovery or validation sets were also assessed (Supplementary Table 3).

For data with the same properties (i.e. full cohort size, follow-up and incidence) as the Reykjavik study, the relative efficiency of the prediction metrics for the case-cohort design was close to that of the full cohort (based on 75% efficiency, Figure  4) provided that the subcohort sampling fraction was above 40% for the C-index, 60% for the D measure or 30% for the NRI.

The work describes an assessment of subset simulation (SubSim) techniques to increase the computational efficiency for the predictions of probabilistic dynamic behaviour in mistuned bladed disc systems.