Sentence examples for using the implementation provided from inspiring English sources

The comparison is done using the implementation provided by the respective authors.

The PCA was performed using the implementation of the R package FactoMineR version 1.26 (Lê et al. 2008); the permutational MANOVA was carried out using the implementation provided by the R package vegan version 2.0-10 2.0-10en et al. 2013).

Hence, for the problems considered here it is outperformed by other methods like DHC, SOLNP, or FMINCON.> -wrap-foot> Optimization settings and results obtained for each of the benchmarks with the eSS method, using the implementation provided in the AMIGO toolbox.

For SSIM, we used the implementation provided by [16].

To run the experiments we used the implementation provided with MIA [ 23].

For CF, we used the implementation provided by the R/CRAN package 'party' version 1.0-9 [ 45].

For all the above feature selection techniques we used the implementation provided by the WEKA machine learning environment [ 31].

For RF, we used the implementation provided by the R/CRAN package 'randomForest' version 4.6-7 [ 44], which follows the original algorithm proposed by Breiman 2001 [ 20].

These data were calculated using the C++ implementation provided by the authors as open-source software.

For the FFD method, the implementation provided by the ElastiX library [ 32] was used.

GeneChip data were analyzed by the robust multiarray analysis (RMA) procedure [ 37] using the implementation of RMA provided by the open source bioconductor project http://www.bioconductor.org[ 38].