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 |
- |
- |
- |
- |
|
|
||||||||||||
|
Periwal et al. BMC Research Notes 2011 4:504 doi:10.1186/1756-0500-4-504 |
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