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Table 3 Cross-validation of models on the three blinded data sets

From: Predictive models for anti-tubercular molecules using machine learning on high-throughput biological screening datasets

Test set Model-set_AID1626 accuracy % Model-set_AID1949 accuracy % Model-set_AID1332 accuracy %
  NB RF SMO J48 NB RF SMO J48 NB RF SMO J48
AID1626 - - - - 82.7 82.7 83.3 80.0 78.1 66.3 66.1 61.8
AID1949 76.4 76.5 71.7 77.0 - - - - 78.0 60.7 55.9 61.3
AID1332 75.5 79.9 74.5 74.6 73.0 78.0 74.2 66.7 - - - -