From: Machine learning methods for metabolic pathway prediction
Feature | ACC | SN | SP | FM | PR | RC | IG |
---|---|---|---|---|---|---|---|
enzyme-info-content-norm | 0.824 | 0.912 | 0.801 | 0.685 | 0.548 | 0.912 | 0.19 |
enzymes-per-reaction | 0.822 | 0.914 | 0.798 | 0.683 | 0.545 | 0.914 | 0.189 |
fraction-reactions-with-enzymes | 0.824 | 0.91 | 0.801 | 0.684 | 0.548 | 0.91 | 0.188 |
num-reactions-with-enzymes | 0.821 | 0.914 | 0.796 | 0.681 | 0.543 | 0.914 | 0.188 |
num-enzymes | 0.821 | 0.914 | 0.796 | 0.681 | 0.543 | 0.914 | 0.188 |
enzyme-info-content-unnorm | 0.821 | 0.914 | 0.796 | 0.681 | 0.543 | 0.914 | 0.188 |
evidence-info-content-norm-all | 0.821 | 0.893 | 0.802 | 0.677 | 0.545 | 0.893 | 0.179 |
best-fraction-reactions-present-in-linear-path | 0.842 | 0.85 | 0.84 | 0.693 | 0.584 | 0.85 | 0.179 |
fraction-reactions-present | 0.83 | 0.869 | 0.82 | 0.682 | 0.562 | 0.869 | 0.176 |
fraction-reactions-present-or-orphaned | 0.852 | 0.817 | 0.861 | 0.698 | 0.609 | 0.817 | 0.176 |