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Table 4 Average percentage of indentified true pharmacophore centers in top scored atoms for the pharmacophore data set

From: Benchmarks for interpretation of QSAR models

Model Top-2 (%) Top-3 (%) Top-5 (%)
GBM/AP 54 63 77
RF/AP 43 54 67
SVM/AP 30 41 63
GC 33 39 50