Table 2 Ablation study showing attribute contributions.
From: Integrating multiple seismic attributes for fault detection using a new hybrid machine learning
Removed attribute | F1-score | Dice |
|---|---|---|
Chaos | 0.91 | 0.92 |
Variance | 0.89 | 0.90 |
Amplitude contrast | 0.88 | 0.88 |
Sweetness | 0.75 | 0.74 |
Correlation | 0.73 | 0.72 |
Dip Steering | 0.65 | 0.66 |
Energy | 0.63 | 0.62 |
Gradian Magnitude | 0.58 | 0.56 |
Flatness | 0.58 | 0.57 |
