The following data are the results of a classification analysis. The output includes the validation output Yt rue and predicted

classifications obtained with three trained classification algorithms termed $Y1,Y2$ and $Y3.$

a$)$ Analyze the performance of the classifier Y$2.$ To this end, using the given data compute and report the usual figures TN$,$ FP$,$ FN and

TP of the confusion matrix as well as the performance measures TPR and FPR$.$ Briefly comment on the performance of this classifier.

b$)$ Repeat the items in a$)$ for the classifier $Y1.$

c$)$ Compare the two classifiers.