Table 1.
Results of the Random Forest Model for Each Experimental Condition Studied
| Experiment | Adjusted R2 (Variance Explained) | Spearman Correlation (Predicted versus Real) |
|---|---|---|
| Thioguanine | 0.533 | 0.775 |
| Sanguinarine | 0.454 | 0.719 |
| Fresh media | 0.500 | 0.717 |
| Thiolutin | 0.418 | 0.680 |
| Chloramphenicol | 0.498 | 0.678 |
| Osmostress | 0.507 | 0.679 |
| Mitomycin C | 0.489 | 0.687 |
| Norfloxacin | 0.550 | 0.673 |
| Macrolides | 0.510 | 0.683 |
| Glycerol | 0.455 | 0.656 |
| Growth | 0.546 | 0.660 |
| Tetracyclines | 0.467 | 0.645 |
| Cytochalasin B | 0.478 | 0.594 |
| Spectinomycin | 0.425 | 0.601 |
| Puromycin | 0.505 | 0.665 |
| Gencitabine | 0.338 | 0.556 |
| Peroxide | 0.365 | 0.591 |
| Shx | 0.423 | 0.563 |
| CCCP | 0.352 | 0.565 |
| Norvalin | 0.520 | 0.562 |
| Triton X | 0.405 | 0.571 |
| pH 6 | 0.281 | 0.536 |
| Bipyridine | 0.253 | 0.422 |