Sentence examples for using a bootstrap sample from inspiring English sources

Second, every tree is built using a bootstrap sample of the observations.

Each tree is built using a bootstrap sample of objects.

In bagging, each successive tree is independently constructed using a bootstrap sample of the dataset.

Secondly, every tree is built using a bootstrap sample of the observations.

Specifically, each decision tree in a forest is constructed using a bootstrap sample from the training data.

The training set is constructed using a bootstrap sample from the 60% split and the test data from the 40% split.

We computed c-statistics, adjusting them for optimism to guard against overfitting using a bootstrap sampling approach.

The estimates of the mean cut-off Cp value for a test sensitivity of 97% and corresponding 95% confidence intervals were obtained using a bootstrap sampling procedure (see text for detail).

To check if the observed difference between the PAM distances separating orthologous genes located inside and outside synteny blocks (Fig. 4 and Table 4) is statistically significant for any pair of species, we further tested the whole set of compared genomes, using a bootstrap sampling approach as detailed in Methods.

To solve it we used a bootstrap sampling module in the RapidMiner data mining software.

For learning evolutionary prediction model, we use a bootstrap sampling [26] with a sample size of 85 % and 10,000 replications.