a<p>AIM is Aiming, as defined in <a href="http://www.plosone.org/article/info:doi/10.1371/journal.pone.0086879#pone.0086879.e015" target="_blank">eqn (15)</a>;</p>b<p>CVR is Coverage, as defined in <a href="http://www.plosone.org/article/info:doi/10.1371/journal.pone.0086879#pone.0086879.e016" target="_blank">eqn (16)</a>;</p>c<p>ACC is Accuracy, as defined in <a href="http://www.plosone.org/article/info:doi/10.1371/journal.pone.0086879#pone.0086879.e017" target="_blank">eqn (17)</a>;</p>d<p>ATR is Absolute-True-Rate, as defined in <a href="http://www.plosone.org/article/info:doi/10.1371/journal.pone.0086879#pone.0086879.e018" target="_blank">eqn (18)</a>;</p>e<p>AFR is Absolute-False-Rate, as defined in <a href="http://www.plosone.org/arti...
<p>Sn: sensitivity (recall).</p><p>Pr: precision.</p><p>Sp: specificity.</p><p>Ac: accuracy.</p><p>M...
<p>Each value is averaged over 100 independent runs with random divisions of training set and probe...
Objectives: The aim of this study was to quantify the impact of predictor measurement heterogeneity ...
a<p>AIM is Aiming, as defined in <a href="http://www.plosone.org/article/info:doi/10.1371/journal.po...
a<p>AIM is Aiming, as defined in <a href="http://www.plosone.org/article/info:doi/10.1371/journal.po...
<p>See the legend of <a href="http://www.plosone.org/article/info:doi/10.1371/journal.pone.0042517#p...
<p><sup>a</sup>HumVar trained PolyPhen-2. The performance of this version was better than for HumDiv...
<p>We simulate 1,000 meta-analysis of 10 studies with varying sample sizes where only a subset of th...
<p>Prediction performance in the median concordance index (x-axis) and robustness in the Jaccard ind...
<p>Comparison prediction accuracy of model with <i>p</i> = 1000 and <i>p</i> = 200.</p
<p>Exp1: Expected value from <a href="http://www.plosone.org/article/info:doi/10.1371/journal.pone.0...
<p>Data in each pannel are shown in the same manner as in <a href="http://www.plosone.org/article/in...
<p>Each value is averaged over 100 independent runs with random divisions of training set and probe...
<p>The comparison of AUC (A) and accuracy (B) for three datasets: Different coloring schemes and sha...
<p>The mean prediction accuracy of 3254 sensors based on only the nonzero variables corresponding wi...
<p>Sn: sensitivity (recall).</p><p>Pr: precision.</p><p>Sp: specificity.</p><p>Ac: accuracy.</p><p>M...
<p>Each value is averaged over 100 independent runs with random divisions of training set and probe...
Objectives: The aim of this study was to quantify the impact of predictor measurement heterogeneity ...
a<p>AIM is Aiming, as defined in <a href="http://www.plosone.org/article/info:doi/10.1371/journal.po...
a<p>AIM is Aiming, as defined in <a href="http://www.plosone.org/article/info:doi/10.1371/journal.po...
<p>See the legend of <a href="http://www.plosone.org/article/info:doi/10.1371/journal.pone.0042517#p...
<p><sup>a</sup>HumVar trained PolyPhen-2. The performance of this version was better than for HumDiv...
<p>We simulate 1,000 meta-analysis of 10 studies with varying sample sizes where only a subset of th...
<p>Prediction performance in the median concordance index (x-axis) and robustness in the Jaccard ind...
<p>Comparison prediction accuracy of model with <i>p</i> = 1000 and <i>p</i> = 200.</p
<p>Exp1: Expected value from <a href="http://www.plosone.org/article/info:doi/10.1371/journal.pone.0...
<p>Data in each pannel are shown in the same manner as in <a href="http://www.plosone.org/article/in...
<p>Each value is averaged over 100 independent runs with random divisions of training set and probe...
<p>The comparison of AUC (A) and accuracy (B) for three datasets: Different coloring schemes and sha...
<p>The mean prediction accuracy of 3254 sensors based on only the nonzero variables corresponding wi...
<p>Sn: sensitivity (recall).</p><p>Pr: precision.</p><p>Sp: specificity.</p><p>Ac: accuracy.</p><p>M...
<p>Each value is averaged over 100 independent runs with random divisions of training set and probe...
Objectives: The aim of this study was to quantify the impact of predictor measurement heterogeneity ...