Sentence examples for by random bootstrapping and from inspiring English sources
To rule this possibility out, multiple (8) sub-panel compositions were generated by random bootstrapping and in each composition random genes were compared with therapeutic target genes (P3.3).
The periocular images of a subject from the ND Twins database are equally split into gallery and probe by random bootstrap sampling and are used in the recognition process.
To estimate and correct for the optimism in discriminative ability, the steps taken in the Cox regression and recursive partitioning were internally validated by taking random bootstrap samples (100) (Efron and Tibshirani, 1993; Harrell et al, 1996).
Because of the randomness inherent to RF, such as random bootstrapping of the data and random selection of the predictor variables for splitting, the most important variables selected by RF would be different from each run.
An internal validation was performed by taking 100 random bootstrap samples [21].
An un-rooted neighbor-joining phylogenetic tree [ 50] was constructed by generating 1,000 random bootstrap replicates using MEGA 4. Expression profile of OsWD40 gene family in 24 tissues for Minghui 63 was extracted from the Affymetrix rice microarray data from CREP database in our lab http://crep.ncpgr.cn.
The SPIA program calculated a global pathway significance p value (PG) that combines the enrichment p values and the perturbation p values by considering pathway topology with a random bootstrap iteration number of 3000.
Confidence intervals for the differences in logistic regression coefficients were approximated by a bootstrap technique with 2000 random bootstrap samples with replacement [ 31].
Bootstrapping was typically performed using 1,000 random bootstrap samples.
To estimate the accuracy of different tree construction methods we also used the Characters program to generate bootstrap replicates by random sampling of the tuple sets.
Bootstrap data are generated by random sampling with replacement (Efron 1979) so that each bootstrap sample is the same size as the original sample (including detections, nondetections, and MAR observations).
