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