Sentence examples for with replacement to construct from inspiring English sources

The technique involves resampling rows from the data table, with replacement, to construct a replicate dataset of the same size as the original.

We used 2 distinct algorithms: 1) the heuristic parsimony algorithm, and 2) the neighbor-joining distance algorithm in conjunction with sampling the original dataset with replacement to construct a series of 1,000 bootstrap replicates of the same size as the original dataset (PAUP 4.0* software version 4; Sinauer Associates, Sunderland, MA, USA) (18 ).

Bootstrap Aggregation ("Bagging") – In this approach, the original data set is sampled (with replacement) to form M "bags" of data, each equal in size to the original dataset; a classifier is constructed based on each of M bags.

Individuals were sampled with replacement to populate the next generation.

In a subsequent step, the RNA template was removed and a replacement was synthesized to construct double-stranded cDNA.

We randomly take N samples from the training samples, but with replacement from the original data, to construct the decision tree, while the rest of the samples are used to evaluate the error of the tree by predicting their classes.

They designed a polymer scaffold, which is seeded with the patient's stem cells to construct a replacement trachea.

The modular design of the template plasmids allows replacement of genetic parts to construct new templates.

The first stage of the bootstrap follows standard procedures: resample the original reads with replacement, construct a k-mer presence/absence table, compute distances D, and construct the phylogeny.

Random Forests uses an iterative Bootstrap with replacement (64% of data per Bootstrap replicate) to construct an ensemble of "weak learners" (CARTs based on a random subsample of data).

Replacement cost is the estimated cost to construct a property with the same utility but with contemporary materials and standards.