Sentence examples for based on bootstrap resampling from inspiring English sources

We propose a new method to provide local metamodel error estimates based on bootstrap resampling and sparse PCE.

Interestingly, even though the sigmoidal model exhibited the highest mean prediction bias, it had the smallest confidence interval based on bootstrap resampling.

Also a nonparametric hypothesis test, based on Bootstrap resampling, is used to determine whether the presence of the EMD block actually improves the performance.Results: The results show an outstanding specificity when the EMD block is used, even in very noisy conditions (0.96 compared to 0.72 for SNR = 8 dB), being always superior than that of the conventional SM alone.

§SD, standard deviation based on bootstrap resampling of the null distribution of observed epidemic patterns.

The empirical estimate is accompanied by a pointwise 95% confidence interval based on bootstrap resampling of the FP2 fit.

To show the distance between different gene selection methods we use a method based on bootstrap resampling.

Therefore, an alternative way may be to use resampling method based on bootstrap [ 32], which give us an asymptotic reference distribution.

RIO is based on a bootstrap resampling method to check robustness of ortholog predictions based on the phylogenetic tree.

Clade supports of ML analysis were evaluated based on 100 bootstrap resamplings (likelihood bootstrap; LB).

Clade supports were calculated based on 100 bootstrap resamplings (parsimony bootstrap; PB).

In this paper, we first propose a simple nonparametric statistical tool, based on the paired bootstrap resampling, to allow an operative result comparison among different learning-from-samples promotional models.