Sentence examples for by random resampling with from inspiring English sources

200 boot-strap sets were constructed by random resampling with replacement of the uncorrelated data, where the first set was the original sample.

Significance of differences in dN/dS ratios was calculated by random resampling: For the null hypothesis, 1000 sets of genes with identical size as the test set were each created by randomly drawing without replacement from the complete gene set.

The random forest method generated training and validation sets by random resampling of the input vectors.

In order to evaluate a potential impact of unequal numbers of individuals with the two species' haplotypes, we calculated averages from 100 datasets, where we reduced the greater group to the same size as the smaller group by random resampling.

This illustrates one potential pitfall associated with drawing conclusions from a single regression model of a large data set with many low-frequency predictors: slight permutations of the data such as those achieved by random resampling may lead to different conclusions.

From the original collection of runs, we generated 10,000 independent new samples of runs based on random resampling with replacement.

In the longitudinal Early RA for simplicity we used only a simple case based resampling for the marginal model and effectively carried out a stratified random resampling with replacement.

In order to validate the logistic regression model, we applied a standard Monte Carlo bootstrap (random resampling with replacement from the original dataset) procedure based on 1000 replicates.

They are produced by a random resampling of positions with replacement to determine sampling error or the confidence interval for the groups as displayed in the hypothesized best tree [ 6].

A weighted random resampling procedure with the areal proportion of different habitats per farm as weights indicated that organic farming gains to species richness decrease if more of the smaller habitats on the farm are included (Fig. 3a d).

We run this procedure ten times and average the results in order to account for the random resampling of the classes with more examples.