Sentence examples for bootstrap sample is used from inspiring English sources
Then, the bootstrap sample is used for feature selection and classifier learning.
The third bootstrap sample was used to compute the final correlation of the chosen subset and used as a performance measure.
The second bootstrap sample was used to compare the performances of the sequence and to choose the subset in the sequence with the largest absolute correlation.
Bootstrap sampling is used to characterize the variability in the observed percentile values, thereby providing a means for assessing whether the differences seen between model predictions are significant.
For the interpretation of the results it is most important that all modeling steps are repeated in each bootstrap sample and that the same set of bootstrap samples is used for all strategies.
Bootstrap samples are used from the data to construct each tree and at each node, a random subset of predictors are tested.
In obtaining bootstrap estimates of the standard errors of each simulation estimate of the population total basal area, 100 bootstrap samples were used; more bootstrap samples might have been used, but some studies of sampling in forest circumstances have suggested that 100 is sufficient (Schreuder et al. 1992; West 2016).
In both cases, 1000 samples (of three times 50 iris) were generated and for each, 1000 bootstrap samples were used in the resampling method to determine a p-value for the test of homogeneity.
