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Table 1 The individual performance of best 10 selected fingerprints using MCC based approach

From: Prediction of anticancer molecules using hybrid model developed on molecules screened against NCI-60 cancer cell lines

Best 10 fingerprints Sensitivity Specificity Accuracy MCC FPR AUC
PubchemFP12 79.3 65.1 71.69 0.45 0.48 0.72
ExtFP1013 52.5 85.7 70.19 0.41 0.65 0.69
ExtFP1012 78.4 61.9 69.61 0.41 0.47 0.7
PubchemFP192 58.4 79.4 69.6 0.39 0.61 0.69
GraphFP382 73.3 63.8 68.27 0.37 0.50 0.69
ExtFP1016 42 88.7 66.91 0.35 0.71 0.65
PubchemFP199 28.1 95.4 64.01 0.32 0.80 0.62
ExtFP1015 70.7 61.5 65.77 0.32 0.50 0.66
MACCSFP105 70.1 60.6 64.98 0.31 0.50 0.65
FP799 34.7 89.6 64.01 0.29 0.75 0.62