<p>Validation of the predictions using the text mined, manually curated dataset, EXPERT, as true positives. (A) ROC curves: Sensitivity (also called Recall; y-axis) versus 1-Specificity (x-axis). And (B) PR curves: Precision (y-axis) versus Recall (x-axis) retrieved by each method.</p
<p>(<b>A</b>) ROC curves for predictions using three functional constraints and a crystallographic e...
The field of proteomics has gained considerable momentum over the last years as new technologies and...
<p>Recall-Precision and ROC curves displaying the performance of the three methods at both residue (...
<p>Left panel, “Prediction”: describes three different approaches (dashed boxes, NNI, DGC, LM) which...
<p>A: The same regression methods (SVM, sPLS-DA and LASSO) were applied on the same 42 ion m/z peaks...
<p>A) The probability density of prediction accuracy evaluated separately for CR and Resistant patie...
<p>For clarity, the ROC curves with high prediction specificities were displayed. Panels A–H corresp...
<p>A: Three different regression methods (SVM, sPLS-DA and LASSO) were applied on the 42 ion m/z pea...
<p>Recall-Precision and ROC curves displaying the performance of the three methods at both residue (...
<p>Performance is measured with leave-one-protein-out cross-validation using the area under the ROC ...
<p>CM = Cerebral Malaria; SMA = Severe Malarial Anemia; UM = Uncomplicated Malaria; DC = Disease Con...
<p>(A) Validation of predicting enzyme function. (B) Validation results of predicting components of ...
The field of proteomics has gained considerable momentum over the last years as new technologies and...
<p>Validation of the combined results obtained with the set- and network-based analyses using known ...
<p>The x-axis represents the number of contacts prediction in relationship to the length of the prot...
<p>(<b>A</b>) ROC curves for predictions using three functional constraints and a crystallographic e...
The field of proteomics has gained considerable momentum over the last years as new technologies and...
<p>Recall-Precision and ROC curves displaying the performance of the three methods at both residue (...
<p>Left panel, “Prediction”: describes three different approaches (dashed boxes, NNI, DGC, LM) which...
<p>A: The same regression methods (SVM, sPLS-DA and LASSO) were applied on the same 42 ion m/z peaks...
<p>A) The probability density of prediction accuracy evaluated separately for CR and Resistant patie...
<p>For clarity, the ROC curves with high prediction specificities were displayed. Panels A–H corresp...
<p>A: Three different regression methods (SVM, sPLS-DA and LASSO) were applied on the 42 ion m/z pea...
<p>Recall-Precision and ROC curves displaying the performance of the three methods at both residue (...
<p>Performance is measured with leave-one-protein-out cross-validation using the area under the ROC ...
<p>CM = Cerebral Malaria; SMA = Severe Malarial Anemia; UM = Uncomplicated Malaria; DC = Disease Con...
<p>(A) Validation of predicting enzyme function. (B) Validation results of predicting components of ...
The field of proteomics has gained considerable momentum over the last years as new technologies and...
<p>Validation of the combined results obtained with the set- and network-based analyses using known ...
<p>The x-axis represents the number of contacts prediction in relationship to the length of the prot...
<p>(<b>A</b>) ROC curves for predictions using three functional constraints and a crystallographic e...
The field of proteomics has gained considerable momentum over the last years as new technologies and...
<p>Recall-Precision and ROC curves displaying the performance of the three methods at both residue (...