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. 2017 Feb 7;57(3):608–615. doi: 10.1021/acs.jcim.6b00518

Table 2. Mean Standard Deviation Values Obtained from 50 Iterations of 10-fold Cross-Validation for the Statistics Metrics of Accuracy, Sensitivity, Specificity, MCC, AUC, Precision, and Weighted Average Precision.

model settings   accuracy sensitivity specificity MCC AUC precision weighted average precision
93 2D MOE dscrs mean 0.657 0.523 0.697 0.192 0.661 0.336 0.720
  sd ±0.011 ±0.030 ±0.012 ±0.027 ±0.015 ±0.015 ±0.010
93 2D MOE dscrs + all transporters pred mean 0.686 0.621 0.706 0.284 0.722 0.382 0.755
  sd ±0.013 ±0.030 ±0.015 ±0.027 ±0.014 ±0.016 ±0.011
93 2D MOE dscrs + BSEP pred mean 0.669 0.508 0.716 0.199 0.660 0.345 0.722
  sd ±0.012 ±0.029 ±0.015 ±0.025 ±0.014 ±0.014 ±0.009
93 2D MOE dscrs + all transporters pred without BSEP mean 0.677 0.632 0.690 0.278 0.707 0.374 0.754
  sd ±0.013 ±0.031 ±0.015 ±0.028 ±0.015 ±0.015 ±0.011