Sentence examples for increased predictive performance from inspiring English sources

We consider that additional novel biomarkers with increased predictive performance are still needed for more precise and earlier prediction of AKI after adult cardiac surgery.

Accounting for cold content in the upper layer of a two-layer snowpack model was required to realize the increased predictive performance of the extended temperature-index melt models, compared to the most basic model.

CART analysis increased predictive performance compared with traditional KCC.

Feature selection leads to increased predictive performance for both data types, in isolation and combined.

Relaxing the GBLUP assumption of equal marker contribution by increasing the weight that is given to a specific marker in the construction of the trait-specific G resulted in increased predictive performance.

Compared to folded fingerprints, filtered fingerprints significantly increase predictive performance and remain unambiguous and interpretable.

For insights into why bagging, in principle, increases predictive performance, see Ref. 29.

While L2 norm regularization is an effective means of achieving stable solutions for the inverse problem and increasing predictive performance, it doesn't promote sparse, sharp-edge solutions.

To fit PCTs, we used system CLUS version 2.12 (freely available at http://dtai.cs.kuleuven.be/clus/, last accessed May 21 , 2015 in a Random Forests setting, where an ensemble of trees is used to increase predictive performance (Breiman 2001).

Combined modeling of the diseases led to a loss in predictive performance (increased predictive error) of the model, with an approximate six-fold increase in cv deviance above the average cv deviance for all four diseases analysed individually (Table 2).

The calculation of a PS further increased predictive accuracy and performance.