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Table 2 The performance of potency score based method developed using different sets of fingerprints

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

Number of fingerprints Sensitivity Specificity Accuracy MCC FPR ROC
50 79.59 93.37 86.94 0.74 0.09 0.92
100 82.36 95.7 89.48 0.79 0.06 0.95
150 83.17 96.15 90.1 0.81 0.05 0.95
200 83.14 96.3 90.16 0.81 0.05 0.95
126 84.62 96.45 90.94 0.82 0.05 0.95