Sentence examples for by using a classification from inspiring English sources

For this reason, we used an additional approach to address criterion 3 and assessed the role of the GRGs in AIDS prognostication by using a classification and regression tree (CART) approach (Figure 2A and Figure S1).

The probability of association of a SNP with an ST was determined by using a classification index (16 ).

A wrapper (deterministic or randomised) measures the predictive power of a feature subset by using a classification model which a repetitive selection scheme is wrapped around [ 18, 19].

Statistical significance was determined by using a classification index as above for the probability of association of a SNP with a particular ST.

The BLASTN output was then analyzed by using a classification system consisting of the Center's taxonomy database and its searching system.

The government targets in England and Wales measure the relative deprivation gap by using a classification of socioeconomic group based on father's occupation.

Because the number of cases in our study was relatively small (n=46), we did not break our data into training and test sets but instead performed 10-fold CV using the four statistical classification methods to avoid overfitting caused by using a single classification method or fortuitous training and test set randomisations.

This new machine evaluates all the training data into a 1-versus-1-versus-rest structure during the decomposing phase by using a mixed classification and regression SV Machine (SVM) formulation.

By using a topological classification based on persistent homology, we uncovered some significant regularities in the shape of foreign communities, as identified by a combination of low-entropy and high-activity cells.

With the manual procedure proposed in the present study, some artificial recombination events could be distilled effectively by using a given classification tree, a scoring system for mutations, and the median network tool.

Methodological diversity was partly overcome by using a common classification used by Brown et al. [ 16].