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Table 4 Performance of QSAR based predictive models developed on each of the HIV protein inhibitor (%) datasets during tenfold training/testing and on independent validation

From: HIVprotI: an integrated web based platform for prediction and design of HIV proteins inhibitors

Serial number HIV protein Inhibitor compounds Number of selected descriptors Pearson’s correlation coefficient (PCC) p value
Total Training/testing Independent validation Training/testing (10×) Independent validation
1 Protease 518 466 52 42 0.76 0.70 1.00e−8
2 Reverse transcriptase 563 507 56 49 0.68 0.63 1.00e−7
3 Integrase 186 168 18 23 0.72 0.65 1.00e−3