Sentence examples for models implemented using from inspiring English sources

These results were comparable to SVM models implemented using SVMlight, where it achieved maximum accuracy of 70.42%, 82.70% and 72.07% for IgG, IgE and IgA respectively.

It was also observed that overall SVM-based models implemented using SVMlight performed better than models developed using WEKA as explained in results section.

In this study, we developed Support Vector Machine SVMM) based models, implemented using freely available software SVMlight that is widely used in classification problems [ 21, 59- 61].

Lastly, we estimate hazard models, implemented using logistic regression, to illustrate the relationship between a pregnancy scare and subsequent unintended pregnancy (Table 4).

In order to test for positive selection at individual amino acid codons, the site-specific models implemented using the codeml program of the PAML v4.0 package [ 34] were tested.

The exploration of the co-dominant nature of SSR loci using Bayesian models implemented using the software Structure [ 30- 32] might enable new perspectives of establishing allelic relationships between various accessions to infer about ancestry between cultivars and wild accessions and M. acuminata subspecies.

This is implemented with a discriminative model implemented using a CRF sequence tagger.

The sound power values are also acquired via a simulation model implemented using commercial tools ANSYS and LMS.

CakePHP standardizes the development of PHP scripts by use of the model view controller (MVC) [18] model, implemented using Object Oriented Programming (OOP) [19].

A linear mixed effects model implemented using Restricted Maximum Likelihood was used to analyze the normalized log2 transformed fluorescence intensities for each gene, accounting for the effects of dye, treatment, bee and microarray.

ENMs were generated using a presence-only model implemented using the program Maxent [ 53].