Utilise RStudio to answer this:

The following data are the results of a classification analysis. The output includes the validation output Ytrue and predicted classifications obtained with three trained classification algorithms

termed $Y_1,Y_2$ and $Y_3.$

Analyze the performance of the classifier Y$1.$ To this end and using the given data, compute the usual figures TN$,$ FP$,$ FN and TP for the confusion matrix as well as the performance measures TPR and

FPR$.$ Report the figures you have obtained and briefly comment on the performance of this classifier.