Conclusions Derived from the Abstraction Exercise After the Results Analysis Generated by the Design of Experiments Applied to the Isolation Forest Algorithm
| Input Variable | Capacity to Detect Outliers | Comments |
|---|---|---|
| Speed variation | Very high | All the replicas including only speed variation are categorized as outliers |
| Vibration introduction | Very high | All the replicas including only vibration variation are categorized as outliers |
| Misalignment | High | 2 out of 3 replicas clearly categorized as outliers |
| Brake | Low | All replicas are <85% of outliers but >60% |