Table 2.
The Goodness-of-Fit, Penalty, and L-Measure Values for Various Models Under First-, Last-, and Hierarchical-Activation Schemes for the Melanoma Dataset
| Model | Melanoma |
|||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| First |
Last |
HA–Bin |
Mixture |
|||||||||
| G | P | L | G | P | L | G | P | L | G | P | L | |
| 1(a) | 206.98 | 421.93 | 628.91 | 206.71 | 463.99 | 670.70 | 210.16 | 438.00 | 648.16 | 209.15 | 419.40 | 628.55 |
| 1(b) | 206.29 | 438.30 | 644.59 | 206.29 | 438.30 | 644.59 | 206.29 | 438.30 | 644.59 | 206.29 | 438.30 | 644.59 |
| 1(c) | 207.93 | 423.87 | 631.80 | 206.87 | 459.21 | 666.08 | 210.09 | 437.96 | 648.05 | 207.78 | 422.63 | 630.41 |
| 1(d) | 209.35 | 409.10 | 618.45 | 206.81 | 492.75 | 699.56 | 206.05 | 436.08 | 642.13 | 210.75 | 405.57 | 616.32 |
| 2 | 206.59 | 414.22 | 620.81 | 205.43 | 459.62 | 665.05 | 203.50 | 425.25 | 628.75 | 205.65 | 413.49 | 619.14 |
NOTE: The model with the best L-score in each column is highlighted.