number of classes | window size | PNN hidden nodes | CPNN hidden nodes | ||||||
---|---|---|---|---|---|---|---|---|---|
0 | 5 | 10 | 15 | 20 | 25 | 30 | 30 | ||
3 | 11 | 0.59 | 0.57 | 0.53 | 0.52 | 0.52 | 0.52 | 0.51 | |
13 | 0.58 | 0.57 | 0.53 | 0.52 | 0.51 | 0.51 | 0.51 | ||
15 | 0.58 | 0.56 | 0.53 | 0.52 | 0.51 | 0.50 | 0.49 (0.002) | 0.47 (0.002) | |
17 | 0.58 | 0.56 | 0.54 | 0.52 | 0.51 | 0.51 | 0.51 | ||
19 | 0.59 | 0.56 | 0.54 | 0.52 | 0.51 | 0.52 | 0.51 | ||
8 | 11 | 0.97 | 0.97 | 0.94 | 0.91 | 0.92 | 0.89 | 0.90 | |
13 | 0.97 | 0.96 | 0.92 | 0.90 | 0.90 | 0.89 | 0.89 | ||
15 | 0.97 | 0.95 | 0.92 | 0.90 | 0.90 | 0.89 | 0.88 (0.001) | 0.84 (0.002) | |
17 | 0.98 | 0.96 | 0.93 | 0.91 | 0.90 | 0.89 | 0.89 | ||
19 | 0.98 | 0.97 | 0.94 | 0.91 | 0.92 | 0.89 | 0.90 |