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Table 3 Comparative performance of models developed using 126 fingerprints at various thresholds has been shown in this table

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

  SVM   Random Forest IBK Naïve Bayes
Threshold Accuracy MCC Threshold Accuracy MCC Accuracy MCC Accuracy MCC
−1 72.40 0.54 0 46.63 0.00 46.63 0.00 46.63 0.00
−0.8 80.58 0.65 0.1 67.74 0.47 80.22 0.63 75.06 0.50
−0.6 84.72 0.72 0.2 77.73 0.61 82.59 0.67 74.99 0.50
−0.4 87.52 0.76 0.3 83.71 0.69 83.98 0.68 74.98 0.50
−0.2 89.60 0.79 0.4 86.33 0.73 85.71 0.72 74.92 0.50
0 90.40 0.81 0.5 87.47 0.75 85.31 0.71 74.86 0.49
0.2 90.24 0.80 0.6 86.47 0.73 85.10 0.71 74.79 0.49
0.4 89.00 0.79 0.7 83.81 0.69 82.73 0.67 74.79 0.49
0.6 86.35 0.74 0.8 79.03 0.62 81.22 0.65 74.81 0.49
0.8 82.65 0.68 0.9 71.86 0.51 80.90 0.65 74.77 0.49
1.0 70.49 0.48 1.0 59.30 0.28 80.87 0.65 73.37 0.48