11-factor encoding | ||||||||
---|---|---|---|---|---|---|---|---|
I C 50 cutoff | 100 | 300 | 500 | 1000 | 5000 | 10000 | 15000 | |
Sn Avg (%) | 100.00 | 100.00 | 94.74 | 96.58 | 93.90 | 96.19 | 97.65 | |
SR (ℓ 1) | Sp Avg (%) | 0.00 | 0.00 | 8.33 | 5.56 | 36.00 | 4.76 | 7.50 |
Acc Avg (%) | 90.00 | 80.00 | 75.80 | 77.00 | 70.48 | 70.22 | 68.80 | |
Sn Avg (%) | 96.93 | 98.37 | 98.57 | 97.74 | 98.33 | 100.00 | 99.35 | |
SVM | Sp Avg (%) | 23.61 | 24.17 | 25.24 | 18.10 | 26.25 | 25.40 | 23.61 |
Acc Avg (%) | 86.19 | 85.80 | 83.17 | 79.80 | 69.33 | 78.94 | 75.00 | |
DPPS encoding | ||||||||
Sn Avg (%) | 94.62 | 95.06 | 95.95 | 92.71 | 78.29 | 89.84 | 85.18 | |
SR (ℓ 1) | Sp Avg (%) | 10.71 | 30.00 | 36.67 | 37.00 | 63.00 | 61.43 | 59.64 |
Acc Avg (%) | 82.68 | 83.46 | 83.51 | 80.27 | 72.23 | 81.82 | 77.02 | |
Sn Avg (%) | 70.82 | 79.50 | 81.63 | 76.03 | 83.05 | 76.83 | 82.32 | |
SVM | Sp Avg (%) | 45.00 | 33.00 | 39.67 | 50.33 | 39.00 | 65.71 | 51.79 |
Acc Avg (%) | 67.33 | 71.39 | 72.98 | 70.08 | 65.30 | 73.73 | 72.63 |