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Table 1 List of best 10 positive and negative fingerprints that occurs more frequently in inhibitors and non-inhibitors of EGFR10 dataset respectively.

From: QSAR based model for discriminating EGFR inhibitors and non-inhibitors using Random forest

Best 10 positive fingerprints Best 10 negative fingerprints
Fingerprint Number Freq. (+) Freq. (−) Diffe-rence Fingerprint Number Freq. (+) Freq. (−) Diffe-rence
380 71.85 43.64 28.21 698 21.26 45.15 −23.89
579 75.79 52.82 22.97 673 8.27 31.80 −23.53
189 38.78 17.35 21.43 690 57.48 76.51 −19.03
388 67.52 46.41 21.11 700 19.29 38.00 −18.71
816 24.21 6.24 17.97 714 3.54 20.42 −16.88
815 32.68 16.68 15.99 145 30.31 45.28 −14.96
374 39.96 27.06 12.90 701 14.37 28.50 −14.13
613 32.87 20.95 11.92 669 2.17 15.92 −13.75
661 31.50 19.82 11.68 195 6.50 18.02 −11.52
348 40.16 29.50 10.66 382 2.56 11.61 −9.05