Table 3 HBsAg immunoassay results classification error rate on test data for all patient cohort analysed by random forest (overall error rate = 7.30%). Table supports the results presented in Fig. 2. The top four predictor variables were used for the calculation of error rate.

From: The development of a machine learning algorithm for early detection of viral hepatitis B infection in Nigerian patients