<p>Parental metabolite levels (224 features in total) are used to predict the observed class labels of 54 hybrid metabolites. In each prediction model all features can be ranked according to their weights. The ranks are scaled between 0 and 1 by dividing by the total feature number. The scaled median rank distribution of a feature, <i>i.e.</i> the individual boxes in the plot, then gives an estimate regarding the importance of the absolute parental level of the respective metabolite on the heterosis pattern of all hybrid metabolites.</p
Powerful algorithms are required to deal with the dimensionality of metabolomics data. Although many...
<p>Rank and feature scores obtained after performing feature selection show the structural profile m...
<p>a. S-plot analysis showing the correlation and covariation. Metabolites on the upper right corner...
<p>Hybrid field performance was predicted using support vector regression models (SVR), each trained...
<p>The median relative importance to the model (%) of the various Dent (maternal, red) and Flint (pa...
Heterosis, the greater vigor of hybrids compared to their parents, has been exploited in maize breed...
<div><p>Heterosis, the greater vigor of hybrids compared to their parents, has been exploited in mai...
<p>‘Bad’ and ‘good’ performers were predicted using support vector machines (SVM), each trained with...
BACKGROUND: Hybrids represent a cornerstone in the success story of breeding programs. The fundament...
BACKGROUND: Hybrids represent a cornerstone in the success story of breeding programs. The fundament...
<p>Pairwise Pearson correlations (<i>r</i><sup><i>2</i></sup>) are calculated between each metabolit...
Metabolites that were associated with T3 MECPP among girls at an uncorrected p-value<0.05 are includ...
<p><b>) across measured metabolites.</b> each circle represents a single metabolite, colored accordi...
Metabolites that had p-values<0.05 for their association with T3 MCPP exposure among girls in childh...
<p>Box-Whisker-plots show the prediction of stain by the OPLS model with the best predictive ability...
Powerful algorithms are required to deal with the dimensionality of metabolomics data. Although many...
<p>Rank and feature scores obtained after performing feature selection show the structural profile m...
<p>a. S-plot analysis showing the correlation and covariation. Metabolites on the upper right corner...
<p>Hybrid field performance was predicted using support vector regression models (SVR), each trained...
<p>The median relative importance to the model (%) of the various Dent (maternal, red) and Flint (pa...
Heterosis, the greater vigor of hybrids compared to their parents, has been exploited in maize breed...
<div><p>Heterosis, the greater vigor of hybrids compared to their parents, has been exploited in mai...
<p>‘Bad’ and ‘good’ performers were predicted using support vector machines (SVM), each trained with...
BACKGROUND: Hybrids represent a cornerstone in the success story of breeding programs. The fundament...
BACKGROUND: Hybrids represent a cornerstone in the success story of breeding programs. The fundament...
<p>Pairwise Pearson correlations (<i>r</i><sup><i>2</i></sup>) are calculated between each metabolit...
Metabolites that were associated with T3 MECPP among girls at an uncorrected p-value<0.05 are includ...
<p><b>) across measured metabolites.</b> each circle represents a single metabolite, colored accordi...
Metabolites that had p-values<0.05 for their association with T3 MCPP exposure among girls in childh...
<p>Box-Whisker-plots show the prediction of stain by the OPLS model with the best predictive ability...
Powerful algorithms are required to deal with the dimensionality of metabolomics data. Although many...
<p>Rank and feature scores obtained after performing feature selection show the structural profile m...
<p>a. S-plot analysis showing the correlation and covariation. Metabolites on the upper right corner...