Marginal and conditional R2 values describing the variance explained by the models [47] were calculated with the R package “MuMIn” [48]. Model predictive performance was evaluated using multiple accuracy measures ([49, 50]; Additional file 1: Table A3): AUC - the area under the ROC (...
The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/) applies to the data made available in this article, unless otherwise stated in a credit line to the data. Reprints and permissions About this article Cite this article Magalhães, A.R., ...
Conditional random field CV: Cross-validation UAR: Unweighted average recall AUC: Area under curve DNN: Deep neural network GMM: Gaussian Mixture Model FNN: Feedforward neural network SVM: Support vector machine LR: Logistic regression RF: Random Forest ASR: Automatic speech recognitio...
The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/) applies to the data made available in this article, unless otherwise stated in a credit line to the data. Reprints and permissions About this article Cite this article Brown, G.W., Rhodes,...
The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/) applies to the data made available in this article, unless otherwise stated. Reprints and permissions About this article Cite this article Fruchart, JC., Davignon, J., Hermans, M.P. et ...
A typical assumption of these methods is that there is a one-to-one correspondence between the conditional independence between variables from the observed data distribution and the missing edge in the DAG, i.e., the faithfulness assumption. For example, PC algorithm [28], which is named after...
and the source, provide a link to the creative commons license, and indicate if changes were made. the creative commons public domain dedication waiver ( http://creativecommons.org/publicdomain/zero/1.0/ ) applies to the data made available in this article, unless otherwise stated. reprints ...
Conditional and joint multiple-SNP analysis of GWAS summary statistics identifies additional variants influencing complex traits. Nat Genet. 2012;44(4):369–75, S1–3. Han B, Eskin E. Random-effects model aimed at discovering associations in meta-analysis of genome-wide association studies. Am J...
The TAM resistant cell proliferation mediated by the conditional EGFR-signaling may be dependent on the PI3K/Akt pathway but not the MEK/MAPK pathway, since a MEK inhibitor (U0126), did not block the proliferation. Transcriptomic analysis under the various E2/TAM/EGF conditions revealed that E2...
Bioinformaticians have developed dedicated pipelines for specific experiments, using those bioinformatics softwares, as well as combinations of home-made filters (using conditional if) and loops (using the classical while) [3, 4]. However, those scripts are generally monolithic, in the sense that ...