Table 4.
The Goodness-of-Fit, Penalty, and L-Measure Values for Various Models Under First-, Last-, and Hierarchical-Activation Schemes for the Breast-Cancer Dataset
| Model | Breast cancer |
|||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| First |
Last |
HA–Bin |
Mixture |
|||||||||
| G | P | L | G | P | L | G | P | L | G | P | L | |
| 1(a) | 172.28 | 274.40 | 446.68 | 129.42 | 223.62 | 353.04 | 141.42 | 219.83 | 361.25 | 177.80 | 270.42 | 448.22 |
| 1(b) | 149.44 | 242.15 | 391.59 | 149.44 | 242.15 | 391.59 | 149.44 | 242.15 | 391.59 | 149.44 | 242.15 | 391.59 |
| 1(c) | 180.26 | 283.63 | 463.89 | 137.89 | 235.04 | 372.93 | 149.71 | 246.21 | 395.92 | 180.90 | 288.43 | 469.33 |
| 1(d) | 188.19 | 306.76 | 494.95 | 117.49 | 204.24 | 321.73 | 175.87 | 199.06 | 374.93 | 188.20 | 295.28 | 483.48 |
| 2 | 98.54 | 261.03 | 359.57 | 98.71 | 231.43 | 330.14 | 91.63 | 171.11 | 262.74 | 98.71 | 217.25 | 315.96 |
NOTE: The model with the best L-score in each column is highlighted.