Table III.
Performance scores on Cohn-Kanade Extended.
| AU | Cohn-Kanade Extended | |||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| Fl | Kappa | Alpha | AUC | AUCPR | ||||||
| Orig. | Norm. | Orig. | Norm. | Orig. | Norm. | Orig. | Norm. | Orig. | Norm. | |
| 1 | 0.85 | 0.92 | 0.85 | 0.85 | 0.85 | 0.85 | 0.98 | 0.98 | 0.93 | 0.98 |
| 2 | 0.87 | 0.92 | 0.87 | 0.86 | 0.87 | 0.86 | 0.37 | 0.96 | 0.92 | 0.97 |
| 4 | 0.73 | 0.83 | 0.68 | 0.69 | 0.68 | 0.68 | 0.90 | 0.90 | 0.71 | 0.90 |
| 5 | 0.76 | 0.90 | 0.76 | 0.82 | 0.76 | 0.82 | 0.93 | 0.94 | 0.76 | 0.95 |
| 6 | 0.74 | 0.90 | 0.72 | 0.32 | 0.72 | 0.82 | 0.96 | 0.98 | 0.77 | 0.97 |
| 7 | 0.67 | 0.89 | 0.65 | 0.80 | 0.65 | 0.80 | 0.32 | 0.94 | 0.63 | 0.94 |
| 9 | 0.92 | 0.97 | 0.92 | 0.96 | 0.92 | 0.96 | 1.00 | 1.00 | 0.95 | 0.99 |
| 10 | 0.22 | 0.50 | 0.20 | 0.35 | 0.19 | 0.31 | 0.51 | 0.53 | 0.05 | 0.58 |
| 11 | 0.10 | 0.74 | 0.32 | 0.58 | 0.31 | 0.58 | 0.81 | 0.33 | 0.14 | 0.84 |
| 12 | 0.88 | 0.94 | 0.87 | 0.88 | 0.87 | 0.88 | 0.98 | 0.98 | 0.93 | 0.98 |
| 13 | 0.04 | 1.00 | 0.04 | 1.00 | 0.02 | 1.00 | 0.32 | 1.00 | 0.01 | 0.50 |
| 14 | 0.10 | 0.57 | 0.06 | 0.20 | 0.06 | 0.20 | 0.51 | 0.55 | 0.03 | 0.57 |
| 15 | 0.65 | 0.80 | 0.65 | 0.67 | 0.65 | 0.67 | 0.89 | 0.88 | 0.67 | 0.89 |
| 16 | 0.17 | 0.67 | 0.21 | 0.46 | 0.20 | 0.46 | 0.67 | 0.66 | 0.10 | 0.72 |
| 17 | 0.74 | 0.82 | 0.72 | 0.69 | 0.72 | 0.69 | 0.90 | 0.90 | 0.79 | 0.91 |
| 18 | 0.06 | 0.44 | 0.04 | 0.11 | 0.03 | 0.09 | 0.75 | 0.49 | 0.02 | 0.48 |
| 20 | 0.77 | 0.96 | 0.78 | 0.93 | 0.78 | 0.93 | 0.98 | 0.99 | 0.81 | 0.98 |
| 21 | 0.07 | 0.67 | 0.06 | 0.67 | 0.04 | 0.69 | 0.33 | 0.39 | 0.02 | 0.57 |
| 22 | 0.10 | 0.75 | 0.10 | 0.75 | 0.09 | 0.76 | 0.89 | 0.88 | 0.03 | 0.66 |
| 23 | 0.75 | 0.81 | 0.76 | 0.75 | 0.76 | 0.75 | 0.95 | 0.93 | 0.76 | 0.92 |
| 24 | 0.63 | 0.82 | 0.62 | 0.70 | 0.62 | 0.70 | 0.31 | 0.88 | 0.60 | 0.38 |
| 25 | 0.92 | 0.95 | 0.90 | 0.91 | 0.90 | 0.91 | 0.93 | 0.99 | 0.97 | 0.98 |
| 26 | 0.04 | 0.60 | 0.06 | 0.26 | 0.04 | 0.26 | 0.60 | 0.63 | 0.06 | 0.58 |
| 27 | 0.90 | 0.99 | 0.92 | 0.99 | 0.92 | 0.99 | 1.00 | 1.00 | 0.95 | 0.98 |
| 31 | 0.10 | 0.67 | 0.10 | 0.67 | 0.09 | 0.69 | 0.91 | 0.78 | 0.02 | 0.43 |
| 38 | 0.07 | 0.62 | 0.16 | 0.45 | 0.16 | 0.43 | 0.72 | 0.73 | 0.07 | 0.69 |
| 39 | 0.16 | 0.64 | 0.14 | 0.57 | 0.14 | 0.57 | 0.65 | 0.69 | 0.05 | 0.69 |
| 43 | 0.06 | 0.43 | 0.05 | 0.14 | 0.05 | 0.10 | 0.37 | 0.33 | 0.01 | 0.37 |
| 45 | 0.06 | 0.50 | 0.08 | 0.25 | 0.08 | 0.18 | 0.53 | 0.55 | 0.02 | 0.56 |