<p>The results are obtained on the SynTReN datasets and are first grouped by dataset, number of genes and level of noise, then averaged across the different values of <i>δ</i>, the number of views <i>V</i>, and the number of iterations.</p
The estimated annual improvement (k) in percentage for the genome engineering patent set (domain) an...
<p>Stability values are listed from the most stable to the least stable.</p><p>Candidate genes ranke...
<p>Results are averaged from values for all datasets tested, i.e. datasets are accorded equal weight...
<p>The results are obtained on the SynTReN datasets and are first grouped by dataset, number of gene...
<p>The red lines represent the average AUPRC with <i>δ</i> = 0.5%, whereas the gray lines represent ...
A) ROC curves for compound-wise rankings (gray curves) and compound-aggregated rankings (coloured cu...
<p>Statistically significant values (<0.05) are shown in bold. Italic values indicates that the comp...
<p>The three columns of graphs represent results obtained with different numbers of genes in the dat...
<p>Average ranks of the 96 main effect genes simulated in each data set with a total of 16,920 genes...
<p>Comparison of prediction accuracy on four binary classification datasets by varying the number of...
<p>Percentage of correct predictions with standard error for the genotype data using single-task, mu...
<p>Comparison of prediction accuracy on four multiclass classification datasets by varying the numbe...
<p>Average rank with standard error in single-task, multi-task, concatenated, summed enrichment scor...
<p>Averaged success rate of the species belonging to the same family considering the main compared a...
<p>Statistically significant values (<0.05) are shown in bold. Italic values indicates that the comp...
The estimated annual improvement (k) in percentage for the genome engineering patent set (domain) an...
<p>Stability values are listed from the most stable to the least stable.</p><p>Candidate genes ranke...
<p>Results are averaged from values for all datasets tested, i.e. datasets are accorded equal weight...
<p>The results are obtained on the SynTReN datasets and are first grouped by dataset, number of gene...
<p>The red lines represent the average AUPRC with <i>δ</i> = 0.5%, whereas the gray lines represent ...
A) ROC curves for compound-wise rankings (gray curves) and compound-aggregated rankings (coloured cu...
<p>Statistically significant values (<0.05) are shown in bold. Italic values indicates that the comp...
<p>The three columns of graphs represent results obtained with different numbers of genes in the dat...
<p>Average ranks of the 96 main effect genes simulated in each data set with a total of 16,920 genes...
<p>Comparison of prediction accuracy on four binary classification datasets by varying the number of...
<p>Percentage of correct predictions with standard error for the genotype data using single-task, mu...
<p>Comparison of prediction accuracy on four multiclass classification datasets by varying the numbe...
<p>Average rank with standard error in single-task, multi-task, concatenated, summed enrichment scor...
<p>Averaged success rate of the species belonging to the same family considering the main compared a...
<p>Statistically significant values (<0.05) are shown in bold. Italic values indicates that the comp...
The estimated annual improvement (k) in percentage for the genome engineering patent set (domain) an...
<p>Stability values are listed from the most stable to the least stable.</p><p>Candidate genes ranke...
<p>Results are averaged from values for all datasets tested, i.e. datasets are accorded equal weight...