problem | model | entropy ≥ 0.0 | entropy ≥ 0.3 | entropy ≥ 0.5 | |||
---|---|---|---|---|---|---|---|
CV | test | CV | test | CV | test | ||
3-class | PNN | 0.49 (0.002) | 0.52 | 0.53 (0.002) | 0.59 | 0.52 (0.003) | 0.54 |
CPNN | 0.47 (0.002) | 0.50 | 0.53 (0.003) | 0.57 | 0.53 (0.003) | 0.53 | |
CCNN | 0.48 (0.002) | 0.51 | 0.58 (0.002) | 0.62 | 0.59 (0.004) | 0.58 | |
8-class | PNN | 0.88 (0.001) | 1.01 | 1.07 (0.003) | 1.26 | 1.07 (0.004) | 1.13 |
CPNN | 0.84 (0.002) | 0.98 | 1.03 (0.004) | 1.22 | 0.98 (0.008) | 1.15 | |
CCNN | 0.87 (0.003) | 0.99 | 1.12 (0.004) | 1.31 | 1.10 (0.010) | 1.24 |