Table 2: Characteristics of the cross validation experiments for the Acinetobacter baumannii, Staphylococcus aureus and Streptococcus pneumoniae AdaBoost classifiers.

From: Antimicrobial Resistance Prediction in PATRIC and RAST

AntibioticAvailable GenomesGenomes used per trial*Classifier statistics
RESSUSTest setTraining setAUCF1 plot pointF1 ScoreAccuracy at F1 pointAccuracy at point zero
A. baumannii
 Carbapenem12211011990.9640.1930.9500.9500.945
S. aureus
 Methicillin49111511990.9912.2830.9950.9950.995
S. pneumoniae
 Beta-lactam1563150415013500.971–0.0290.9070.9090.909
 Co-trimoxazole2124584585220.942–0.1890.8800.8780.876
  1. *For each round of cross validation the depicted set size was chosen for the susceptible and resistant genomes.