Sentence examples for sampling of the datasets from inspiring English sources

Random sampling of the datasets and creation of the random genomic positions were performed using custom-made C++ scripts, available upon request (Pjanic et al., 2011).

Compression using CS can be cast mathematically as the sparse sampling of the dataset in transform domains.

Intuitively, the consensus matrix indicates the level of agreement of clustering solutions that have been obtained via independent sampling of the dataset.

You can see a sample of the datasets available and what formats are available.

Second, both in Ray et al.'s [1] and Gómez Ravetti and Moscato's [3] studies, some classifiers disagreed with the clinical diagnosis labels on the same samples of the datasets.

This approach requires a re-sampling of the datasets so that majority of the axons appear in the cross-sections.

A randomization procedure is used to compare our approach to the results obtained for samples of the datasets using conventional structural clustering in terms of the proportion of correctly assigned cluster members.

This is repeated for all samples of the dataset.

The samples of the dataset A were normalized, while the dataset B contains features which were normalized and temporally smoothed (see Section 4.2).

The bootstrap analysis (with 1000X re-sampling of the dataset) was also used to analyze the sensitivity and specificity for the combination of individual markers [26].

A sample of the source code implementing the proposed methodological framework, a sample of the dataset used in the case study, and additional results will be available at publication time at the following link https://github.com/riccotti/CustomerTemporalRegularities.