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. Author manuscript; available in PMC: 2016 Jan 31.
Published in final edited form as: J Biomed Inform. 2014 Nov 8;53:196–207. doi: 10.1016/j.jbi.2014.11.002

Table 4.

Classification performance when all the available training data is used to perform classification on the test sets of the three data sets.

Test Data Training Data ADR F-score non-ADR F-score Accuracy (%) 95% CI
ADE ALL Three 0.799 0.913 87.8 86.8 – 88.7
TW ALL Three 0.564 0.934 88.5 87.1 – 89.8
DS ALL Three 0.686 0.887 83.4 81.7 – 84.9