Description Usage Arguments Value Examples
Function Implementing metrics calculation of AUC
1 |
predizioni |
matrix of predictions |
testpharmat |
matrix of test for the side effects |
vectorAUC |
empty vector where the AUC values will be saved |
name |
string stating the name of the clustering Algorithm used, KSeeds, Kmeans or PAM |
vectorAUC vector containing the various AUC values for the various folds. Moreover the function draw the graph of AUC
1 2 3 4 5 | #' #Function for obtaining AUC
#Once you have obtained predizioni with the Prediction function you can apply
#this AUC function using the following command (testpharmat sideeffects test matrix)
#vectorAUC<-numeric()
#vectorAUC<-AUC(predizioni,testpharmat,vectorAUC,"KSeeds")
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