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. Author manuscript; available in PMC: 2021 Jun 11.
Published in final edited form as: J Chem Inf Model. 2019 Sep 10;59(9):3635–3644. doi: 10.1021/acs.jcim.9b00164

Table 4.

Classification of the Publications Related to the Inhibitors of a Few Selected Targets into Relevant and Irrelevant Onesa

target Nr Ni abstracts
full texts
Sens Spec BA Sens Spec BA
carbonic anhydrase II 30 30 0.97 0.70 0.81 0.99 0.63 0.85
cyclooxygenase-2 30 30 0.71 0.77 0.74 0.76 0.81 0.78
cytochrome p450 3A4 35 41 0.71 0.80 0.76 0.74 0.80 0.77
HIV-1 protease 24 30 0.95 0.84 0.90 0.97 0.85 0.91
vascular endothelial growth factor receptor 2 30 29 0.95 0.63 0.79 0.90 0.65 0.77
a

Nr is the number of relevant publications in the training set; Ni is the number of irrelevant publications in the training set.