Sentence examples for by bootstrap bagging with from inspiring English sources

The multivariate procedure was validated by bootstrap bagging with 1,000 samples as has been previously described [18].

Upon receiving a test instance xk, LB trims bootstrap bags by taking into consideration xk's nearest neighbors in the training data.

Tree stability was assessed by bootstrap analysis with 1,000 iterations.

Confidence limits for parameter estimates were obtained by bootstrap sampling, with replacement, from the actual data, with individual condors as bootstrap sampling units.

Robustness of the nodes was assessed by bootstrap analysis with 500 bootstrap replicates.

Branch support was assessed by bootstrap analysis, with 1000 bootstrap replicates.

Branch support was measured by bootstrap analysis with 1000 replicates.

The nodes were tested by bootstrap analysis with 1000 replicates.

For comparison to GBLUP of RILs, prediction of NAM RIL PHT line values by bootstrap aggregating or bagging (Breiman 1996) family-nested QTL models was performed using PROC GLMSelect in the SAS system v9.2 (SAS 2004 2008).

Branch support was calculated by bootstrap with 1000 replicate runs.

Furthermore, the stability and accuracy of MARS model can be improved by bootstrap aggregating methods, namely, bagging.