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 |