<p>The x-axis show the parameter ranges comprised by each of the 10 bins. The y-axis shows the relative performance response . The red horizontal line represents the median of the response distribution. The dotted line is set at zero.</p
Proportion of genes with greater lasso (α = 1) model predictive performance (R2) compared to elastic...
<p>Bootstrapped elastic net (EN) is compared to bootstrapped CHER. A threshold of 0.3 and 0.5 are ap...
<p>The thin blue lines represent the exponent values for 100 simulated networks and the thick red li...
<p>The x-axis show the parameter ranges comprised by each of the 10 bins. The y-axis shows the absol...
<p>The x-axis show the parameter ranges comprised by each of the 10 bins. The y-axis shows the absol...
<p>The x-axis show the parameter ranges comprised by each of the 10 bins. The y-axis shows the relat...
<p>The x-axis show the parameter ranges comprised by each of the 10 bins. The y-axis shows the relat...
<p>The values of the interaction test statistics are shown on the top of the figures.</p
<p>Whisker plot of performance indicators as a function of number of samples; elastic-forward BIC se...
a. Performance (AUC) of Lasso classification using individual genes in 12 networks. Numbers below ea...
<p>Panel a shows the comparison of ridge-regression vs lasso, panel b compares ridge-regression vs e...
Bars represent the averaged performance in terms of the AUC and error bars represent the standard de...
<p>Data represent median values as well as 1<sup>st</sup> and 3<sup>rd</sup> quartiles of the cross-...
<p>Red curve corresponds to the case where GELnets were provided with the true network used to gener...
<p>The thin blue lines represent the exponent values for 100 simulated networks and the thick red li...
Proportion of genes with greater lasso (α = 1) model predictive performance (R2) compared to elastic...
<p>Bootstrapped elastic net (EN) is compared to bootstrapped CHER. A threshold of 0.3 and 0.5 are ap...
<p>The thin blue lines represent the exponent values for 100 simulated networks and the thick red li...
<p>The x-axis show the parameter ranges comprised by each of the 10 bins. The y-axis shows the absol...
<p>The x-axis show the parameter ranges comprised by each of the 10 bins. The y-axis shows the absol...
<p>The x-axis show the parameter ranges comprised by each of the 10 bins. The y-axis shows the relat...
<p>The x-axis show the parameter ranges comprised by each of the 10 bins. The y-axis shows the relat...
<p>The values of the interaction test statistics are shown on the top of the figures.</p
<p>Whisker plot of performance indicators as a function of number of samples; elastic-forward BIC se...
a. Performance (AUC) of Lasso classification using individual genes in 12 networks. Numbers below ea...
<p>Panel a shows the comparison of ridge-regression vs lasso, panel b compares ridge-regression vs e...
Bars represent the averaged performance in terms of the AUC and error bars represent the standard de...
<p>Data represent median values as well as 1<sup>st</sup> and 3<sup>rd</sup> quartiles of the cross-...
<p>Red curve corresponds to the case where GELnets were provided with the true network used to gener...
<p>The thin blue lines represent the exponent values for 100 simulated networks and the thick red li...
Proportion of genes with greater lasso (α = 1) model predictive performance (R2) compared to elastic...
<p>Bootstrapped elastic net (EN) is compared to bootstrapped CHER. A threshold of 0.3 and 0.5 are ap...
<p>The thin blue lines represent the exponent values for 100 simulated networks and the thick red li...