Open Access
Table 3.
Accuracy as a function of the number of features for the MDM(r1/2), considering measurement errors.
| R2 | Features | num |
|---|---|---|
| MELA_NETG | ||
| 0.8785 | r1/2 | 1 |
| 0.9407 | r1/2, M⋆ | 2 |
| 0.9457 | r1/2, M⋆, σ | 3 |
| 0.9479 | g, r1/2, M⋆, σ | 4 |
| 0.9485 | g, r, r1/2, M⋆, σ | 5 |
| MELA_DW | ||
| 0.0983 | σ | 1 |
| 0.6807 | r1/2, σ | 2 |
| 0.7309 | r1/2, M⋆, σ | 3 |
| 0.7513 | g, r1/2, M⋆, σ | 4 |
| 0.7528 | g, r, r1/2, M⋆, σ | 5 |
| MELA_LTG | ||
| 0.5698 | r1/2 | 1 |
| 0.9083 | r1/2, M⋆ | 2 |
| 0.9167 | r1/2, M⋆, σ | 3 |
| 0.9211 | r, r1/2, M⋆, σ | 4 |
| 0.9217 | g, r, r1/2, M⋆, σ | 5 |
| MELA_ALL | ||
| 0.6113 | M⋆ | 1 |
| 0.9097 | r1/2, M⋆ | 2 |
| 0.9275 | r1/2, M⋆, σ | 3 |
| 0.9320 | g, r1/2, M⋆, σ | 4 |
| 0.9324 | g, r, r1/2, M⋆, σ | 5 |
Notes. Each row displays the optimal feature combination for the corresponding feature count. The results without considering measurement errors can be found in Table B.1.
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