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ROC_AUC_Workflow (1)

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This small workflow extracts the area under the curve (AUC) from the receiver operating characteristic (ROC) curve for all charge states analyzed by PeptideProphet. This measure can be used to compare the sensitivity and specificity of different search engines for matching tandem mass spectra to peptides.

Created: 2013-01-28

Credits: Magnus Palmblad

ENM Maxent workflow used for optimization (1)

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This workflow was used for the optimization of the Maxent algorithm from the openModeller toolbox (http://openmodeller.sourceforge.net/). The workflow uses 10-fold cross-validation and then calculates the average AUC, which can be used as fitness value during parameter optimization.

Created: 2013-08-09 | Last updated: 2013-09-04

Credits: Sonja Holl Renato De Giovanni

ENM SVM workflow used for optimization (1)

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This workflow was used for the optimization of the SVM algorithm from the openModeller toolbox (http://openmodeller.sourceforge.net). The workflow uses 10-fold cross-validation and then calculates the average AUC, which can be used as fitness value during parameter optimization.

Created: 2013-08-09 | Last updated: 2013-09-04

Credits: Sonja Holl Renato De Giovanni