Sentence examples for example prediction performance from inspiring English sources

For example, prediction performance for CPD10 was the best among smoking phenotypes.

For example, the prediction performance for type 2 diabetes and coronary heart disease using known associated loci have area under the curve (AUC) ranging from 0.55 ~ 0.68 [ 8, 9].

For example, while average "real" prediction performance of GO groups is high when using protein interactions (mean AUC 0.7), the node degree ranking mean AUC is 0.63 – far above the 0.5 expected by chance.

While the above examples present the census forecasts as point predictions, it is often the case that better prediction performance can be achieved by summarizing over an ensemble of such forecasts (i.e. mean or median over the ensemble) [ 16].

In this example, we evaluated NTP's prediction performance in cross-species prediction.

For twoclassbal algorithm, while serious imbalance does not occur, the over-fitting may arise to affect prediction performance due to few training examples.

Supplementary Table 2 presents an example that shows how the selection of residues affects the prediction performance.

The machine learning method requires a sufficient number of independent examples of known binding sites for a ligand in order to evaluate the prediction performance and avoid potential overfitting.

Commonly, stability changes prediction performance is evaluated using cross-validation which randomly divides all data set examples into k folds where k−1 folds are used for training and one fold for testing.

In this paper, the prediction performance of the proposed approach (OKPLS-KPLS) is compared to those of original KPLS and OPLS using two examples.

13688_2016_85_MOESM1_ESM.pdf Full results of prediction performance.