Table 13.
Time duration for feature importance values generation (C-MAPSS FD001 case).
| Approach | FS Layer | Mutual Info. | RReliefF | Random Forest | AFS | AFS 2 |
|---|---|---|---|---|---|---|
| Time [s] | 53.9 | 7.3 | 503.3 | 26.7 | 316.9 | 322.9 |
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