Table 3 RP number and feature classification performance
RP number | BP | SVM | Softmax | ||||||
|---|---|---|---|---|---|---|---|---|---|
P r | R r | F s | P r | R r | F s | P r | R r | F s | |
8 | 73.8 | 66.2 | 69.7 | 63.1 | 58.8 | 60.8 | 80.2 | 63.6 | 70.9 |
12 | 76.7 | 65.7 | 70.7 | 65.8 | 61.3 | 63.4 | 83.4 | 65.7 | 73.5 |
16 | 78.3 | 60.5 | 68.2 | 72.6 | 65.7 | 68.9 | 91.1 | 89.8 | 90.4 |
24 | 77.6 | 64.3 | 70.3 | 76.1 | 63.8 | 69.4 | 86.8 | 71.9 | 78.7 |