<p>The MCCs were calculated as the average value from the 5-fold cross validation with the ANN_BAGGING and SVM_BAGGING predictors on the S432 dataset. The independent test MCCs with the best ANN_BAGGING predictors from the 5-fold cross validation on the S142 dataset are also shown for comparison.</p
<p>Performance comparison of different machine learning algorithms for the task of DNA methylation p...
<p>Panels (A) to (D) demonstrate four proteins with two-class prediction MCC of 0.650, 0.454, 0.262,...
Research in the analysis of cytokine plays an important role because of the importance that cytokine...
<p>The x-axis represents indexes for the 30 atom types shown in <a href="http://www.plosone.org/arti...
<p>Prediction performance is categorized according to twenty amino acid types, three secondary struc...
<p>The y-axis on the left-hand-side of the panel is associated with the histograms, showing the dist...
<p>Only the most frequent amino acid in the database are reported. In (a) are the results for SVM, i...
<p>(A) Proteins in S497 set were sorted according to the prediction MCC for each of the proteins. De...
Abstract.-The development of new prediction models to identify potential modified residues are based...
UnrestrictedClassifying and predicting amino acid substitutions are important in pharmaceutical and ...
1<p>Number of proteins having single catalytic residue.</p>2<p>Prediction using combination of EXIA ...
Automated functional annotation of nsSNPs requires that amino-acid residue changes are represented b...
<p>(A) Atom-based prediction confidence level range (shown in the x-axis of the panel) is correlated...
Many non-synonymous SNPs (nsSNPs) are associated with diseases, and numerous machine learning method...
Abstract Background A protein structural class (PSC) belongs to the most basic but important classif...
<p>Performance comparison of different machine learning algorithms for the task of DNA methylation p...
<p>Panels (A) to (D) demonstrate four proteins with two-class prediction MCC of 0.650, 0.454, 0.262,...
Research in the analysis of cytokine plays an important role because of the importance that cytokine...
<p>The x-axis represents indexes for the 30 atom types shown in <a href="http://www.plosone.org/arti...
<p>Prediction performance is categorized according to twenty amino acid types, three secondary struc...
<p>The y-axis on the left-hand-side of the panel is associated with the histograms, showing the dist...
<p>Only the most frequent amino acid in the database are reported. In (a) are the results for SVM, i...
<p>(A) Proteins in S497 set were sorted according to the prediction MCC for each of the proteins. De...
Abstract.-The development of new prediction models to identify potential modified residues are based...
UnrestrictedClassifying and predicting amino acid substitutions are important in pharmaceutical and ...
1<p>Number of proteins having single catalytic residue.</p>2<p>Prediction using combination of EXIA ...
Automated functional annotation of nsSNPs requires that amino-acid residue changes are represented b...
<p>(A) Atom-based prediction confidence level range (shown in the x-axis of the panel) is correlated...
Many non-synonymous SNPs (nsSNPs) are associated with diseases, and numerous machine learning method...
Abstract Background A protein structural class (PSC) belongs to the most basic but important classif...
<p>Performance comparison of different machine learning algorithms for the task of DNA methylation p...
<p>Panels (A) to (D) demonstrate four proteins with two-class prediction MCC of 0.650, 0.454, 0.262,...
Research in the analysis of cytokine plays an important role because of the importance that cytokine...