Sentence examples for based on random subsets from inspiring English sources

Analysis based on random subsets of top 1% to 10% ranked AIMs indicated that, compared to other methods, AIM panels selected by In behaved consistently and reasonably well for both the ASW population and simulated admixed populations.

In order to study the robustness of our method, we measured the number of significant complex triplet relations that could be identified based on random subsets of the gene triplets.

Preliminary analyses of these geographic distributions, based on random subsets of the few data points available, indicated high statistical significance to model predictions: predictions of the geographic distribution of filovirus HFs correctly included random independent subsets much better than random model expectations (all p < 10-7).

Using estimated SNP variances based on random or non-random subsets of the data, while using all data to estimate GEBV, did not affect reliabilities of the BLUP models.

This approach is based on random selection of K subsets of the data from which seeds of clusters are created, followed by the optimization of the clusters.

For control purposes we also used subsets of probes either based on random selection of probes or on random motifs in probes.

Both of them are based on random sampling techniques which only operate on a subset of the matrix and provide a powerful alternative for approximate spectral decomposition issue.

The base learners can be trained based on random samples from the original data set or a subset of x.

In the first two cases, the species that are excluded are highly non-random subsets of the potential species set, and consequently, the predictions based on random selection of the lost species might be misleading.

Generalities based on random observation will get you into trouble.

Based on random sampling.