Table 4.
Performance of our configuration classifiers.
DDAE | AMCLASS™ | |||||||
---|---|---|---|---|---|---|---|---|
Accuracy | Recall | Precision | F1 | Accuracy | Recall | Precision | F1 | |
Flat | 0.94 ± 0.02 | 0.84 ± 0.10 | 0.80 ± 0.05 | 0.81 ± 0.07 | 0.90 ± 0.02 | 0.66 ± 0.10 | 0.47 ± 0.09 | 0.55 ± 0.08 |
Sloping | 0.81 ± 0.07 | 0.81 ± 0.04 | 0.81 ± 0.04 | 0.81 ± 0.04 | 0.81 ± 0.02 | 0.80 ± 0.03 | 0.88 ± 0.03 | 0.84 ± 0.02 |
Precipitous | 0.88 ± 0.01 | 0.82 ± 0.03 | 0.85 ± 0.02 | 0.83 ± 0.01 | ||||
Reverse sloping | 0.96 ± 0.01 | 0.83 ± 0.06 | 0.81 ± 0.05 | 0.81 ± 0.01 | 0.81 ± 0.02 | 0.80 ± 0.03 | 0.88 ± 0.03 | 0.84 ± 0.02 |
Cookie bite | 0.95 ± 0.01 | 0.62 ± 0.02 | 0.74 ± 0.06 | 0.65 ± 0.01 | 0.96 ± 0.01 | 0.38 ± 0.14 | 0.63 ± 0.19 | 0.46 ± 0.14 |
Reverse cookie bite | 0.93 ± 0.01 | 0.80 ± 0.06 | 0.83 ± 0.05 | 0.81 ± 0.04 | 0.93 ± 0.02 | 0.66 ± 0.09 | 0.66 ± 0.09 | 0.66 ± 0.08 |
Notched | 0.84 ± 0.04 | 0.71 ± 0.04 | 0.70 ± 0.06 | 0.70 ± 0.05 | N/A | N/A | N/A | N/A |
Atypical | 0.84 ± 0.04 | 0.61 ± 0.03 | 0.70 ± 0.13 | 0.62 ± 0.04 | 0.75 ± 0.03 | 0.09 ± 0.03 | 0.61 ± 0.16 | 0.15 ± 0.05 |