Sentence examples for enhance predictive performance from inspiring English sources

This evolution would enhance predictive performance and further increase generalizability of the decision tree.

Enhancing disease specific prognostic models with estimates of the cumulative risk of exposure to hospitalization appears to greatly enhance predictive performance.

Selection of a subset of relevant genes to enhance predictive performance becomes an important part in developing a microarray-based classifier.

On the other hand, epigenetic status can be predicted from genomic information (e.g., Benveniste et al. 2014; Whitaker et al. 2015), suggesting that the inclusion of DNA polymorphisms may enhance predictive performance.

It is well known that gene expression data typically involve a large number of genes; selection of a subset of relevant genes to enhance predictive performance becomes an important part in the model development.

These findings suggested a potential use of epigenomic data in addition to genomic data for prediction using RKHS regression since integrating multiple information sources by introducing extra kernels tends to enhance predictive performance.

This is in line with previous reports empirically showing that consensus prediction by simple averaging of outputs of individual models is an efficient way to enhance predictive performances [ 64– 64].

The proposed three-step analytical approach enhanced predictive model performance for CHF readmissions.

Most approaches that use ensemble learning paradigms toward sentiment analysis involve feature engineering in order to enhance the predictive performance.

As combining multiple predictive features may offer complementary information to improve the predictive accuracy [ 16], several studies have been attempted to combine different VF features to enhance the predictive performance using the machine learning theory, albeit in relatively small populations [ 25, 25].

Addition of diffusion tubes enhances the predictive performance of fine scale NO2.