Diagnostic performance of tested diagnostic algorithms.

AUC-ROC = Area under the Receiver Operation Characteristic curve; pos = positive, neg = negative.95% confidence intervals are computed according binominal formula of Clopper and Pearson [44].1,2N = 205;3,4N = 187, 18 patients excluded due to extrapulmonary TB;5N = 205, with discretization, including: age, body mass index, C-reactive protein, night sweat;6N = 205,with discretization, principal components analysis; including: age, body mass index, C-reactive protein, night sweat;7N = 205, with discretization, principal components analysis; including: age, body mass index, night sweat;8N = 205, with normalization, 4 hidden layer; including: age, body mass index, night sweat;