Alaa Tharwat

lda machine learning negative predictive value false positive rate false negative rate tnr tpr error rate youden's index geometric mean precision-recall imbalanced data f score classification metrics roc curve auc precision specificity sensitivity classification assessment methods accuracy roc dimensionality reduction linear discriminant analysis qda biometrics facial age estimation