Sentence examples for more stable selection from inspiring English sources

Therefore we suspect that conserved protein-coding regions evolve under considerably more stable selection conditions than CNC.

Consequently, this resulted in the retrieval of smaller optimum subsets of features, encompassing at the same time a more stable selection of genes to be considered as candidate biomarkers.

As shown in the feature of Tables 1 and 2, the normal random imputation dataset (nr.i) resulted in a considerably more stable selection of features compared to the mean imputation unified dataset (m.i).

By using this metric we achieve a more stable route selection process and improved throughput in comparison to the OLSR-based approach currently used in Community Networks.

The presented method makes it possible to obtain more stable gene selection lists and a more reliable classifier with less classifier error.

This indicates that stability-based feature selection framework provides a more stable, interpretable subset selection, which is difficult to achieve by evaluating models using accuracy.

This probably reduces the noise influence and thus provides more stable and consistent selection, also observed by [ 22]. 95% of our selected model uses 1 component while the rest uses 2 components.

"The patterns of partner selection appears to be different in France, with young French women having a slower and more stable pattern of partner selection than women in the U.S.," the researchers wrote in their report.

It indicates that throughout all replications the ENet has more stable subsets in feature selection, but these subsets yielded an unstable predictive power compared to LASSO.

However, it is likely that chromatin states of P1-mm can become more stable though the continued selection of either heavy of light pigmentation levels in self pollinated progeny.

Several techniques [ 30– 32] have been devised for making feature selection more stable for biomarker reproducibility.