<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
<p>ROCR of different models are plotted. The legend lists the number of features, AUC and sensitivit...
Assessment of model performance on sparse datasets with different degrees of sparsity (1–10 of 11 fe...
<p>Distributions of <i>C<sub>50</sub></i>, <i>n</i>, and <i>R<sub>max</sub></i> are shown in the thr...
<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 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 absol...
<p>Permutation tests for equality of the group distributions using distance components analysis (lin...
<p>The DIC values were obtained using SNP genotypes (left), gene expression levels (middle), and bot...
<p>The values of the interaction test statistics are shown on the top of the figures.</p
<p>Panel a shows the comparison of ridge-regression vs lasso, panel b compares ridge-regression vs e...
The paper presents a short description of ridge regression and comparing the performance of this reg...
<p>Data represent median values as well as 1<sup>st</sup> and 3<sup>rd</sup> quartiles of the cross-...
<p>The comparison of estimates of the logistic regression model with the significant selected factor...
<p>The agreement between the models is expressed in the correlation between the vectors of coefficie...
<p>ROCR of different models are plotted. The legend lists the number of features, AUC and sensitivit...
Assessment of model performance on sparse datasets with different degrees of sparsity (1–10 of 11 fe...
<p>Distributions of <i>C<sub>50</sub></i>, <i>n</i>, and <i>R<sub>max</sub></i> are shown in the thr...
<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 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 absol...
<p>Permutation tests for equality of the group distributions using distance components analysis (lin...
<p>The DIC values were obtained using SNP genotypes (left), gene expression levels (middle), and bot...
<p>The values of the interaction test statistics are shown on the top of the figures.</p
<p>Panel a shows the comparison of ridge-regression vs lasso, panel b compares ridge-regression vs e...
The paper presents a short description of ridge regression and comparing the performance of this reg...
<p>Data represent median values as well as 1<sup>st</sup> and 3<sup>rd</sup> quartiles of the cross-...
<p>The comparison of estimates of the logistic regression model with the significant selected factor...
<p>The agreement between the models is expressed in the correlation between the vectors of coefficie...
<p>ROCR of different models are plotted. The legend lists the number of features, AUC and sensitivit...
Assessment of model performance on sparse datasets with different degrees of sparsity (1–10 of 11 fe...
<p>Distributions of <i>C<sub>50</sub></i>, <i>n</i>, and <i>R<sub>max</sub></i> are shown in the thr...