Sentence examples for by calculating a set from inspiring English sources

Beside the spectral domain, the spatial domain was also considered by calculating a set of textural measures based on a grey level co-occurrence matrix in order to improve the classification [25], [26].

In contrast, PCA is based on the variables and its main objective is to reveal patterns by calculating a set of abstract factors (the PCs).

The potential impact of an influenza pandemic can be assessed by calculating a set of transmissibility parameters, the most important being the reproduction number (R), which is defined as the average number of secondary cases generated per typical infectious case.

In addition to this, the sequencing data allowed us to support the FST results by calculating a set of statistics that make use of the full allele frequency spectrum, hence reducing the risk of ascertainment bias.

However, the distribution of pollutants throughout the study area was preliminarly checked by calculating a set of both correlation and concordance coefficients between pair of monitoring stations, showing a strong homogeneity in the pollutant distribution (mean r = 0.801; range: 0.687 - 0.900).

The predictive capacities of both models were successfully validated by calculating a test set of 13 molecules that were not included in the training set.

For every pair-wise combination of nA marker gene sets and nB gene rankings, class similarity is measured by calculating a gene set enrichment score (ES) and estimating its significance as previously described in [3].

By calculating a relatively small set of appropriate characteristic figures, the efficiency of biogas production and utilization systems can be described in quite a reliable and reproducible manner [104].

GSEA [ 10] is a widely used univariate tool that utilizes a weighted Kolmogorov-Smirnov test to measure the degree of differential expression of a gene set by calculating a running sum from the top of a ranked gene list.

In addition, a selection of migraine candidate genes was made and inspected in our meta-analysis data set by calculating a gene-based P-value for each of the selected genes using the VEGAS program.

By calculating a specific calibration constant for every set of parameters, the peak-to-peak algorithm could be successfully applied.