Top dominant features governing anomaly detection
| Rank | Feature | Approximate importance score | Physical interpretation |
|---|---|---|---|
| 1 | smarms_std | 0.155 | Spindle vibration instability and chatter severity |
| 2 | xmarms_mean | 0.142 | Sustained X-axis vibration and structural machine response |
| 3 | smarms_mean | 0.117 | Continuous spindle vibration during cutting |
| 4 | ymarms_max | 0.106 | Peak Y-axis vibration and transient dynamic disturbance |
| 5 | ymarms_mean | 0.101 | Average Y-axis vibration during machining |
| Rank | Feature | Approximate importance score | Physical interpretation |
|---|---|---|---|
| 1 | smarms_std | 0.155 | Spindle vibration instability and chatter severity |
| 2 | xmarms_mean | 0.142 | Sustained X-axis vibration and structural machine response |
| 3 | smarms_mean | 0.117 | Continuous spindle vibration during cutting |
| 4 | ymarms_max | 0.106 | Peak Y-axis vibration and transient dynamic disturbance |
| 5 | ymarms_mean | 0.101 | Average Y-axis vibration during machining |
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