Sentence examples for based on a bootstrap from inspiring English sources
RIO is based on a bootstrap resampling method to check robustness of ortholog predictions based on the phylogenetic tree.
Then, the classification rule is derived based on a bootstrap sample and applied to the rest of the original set.
Using a recursive partitioning algorithm each classification tree is built based on a bootstrap sample of the training data.
The model performance was assessed by internal-validation based on a bootstrap procedure with optimism/bias correction [ 13].
He argues that this method performs well with large sample sizes and proposes a modified version for smaller sample sizes based on a bootstrap approach.
It consists of training a set of classifiers, each being based on a bootstrap replicate of the training set, and aggregating them according to relative credits or weights.
Chaitip et al. (2014) analyzed the production of Thailand's sugarcane by using panel DEA based on a bootstrapping method.
Therefore, these P values and the associated confidence intervals were estimated based on a bootstrapping method that was developed for the case-cohort design, as described previously [53].
Therefore, these P values and the associated confidence intervals were estimated based on a bootstrapping method that was developed for the case-cohort design [41].
Statistical analysis was performed through multiple voxel-by-voxel comparisons using common non-parametric permutation tests, i.e. a non-parametric randomization statistic (SnPM) for functional brain imaging based on a bootstrapping approach to correct for multiple testing [47].
