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Performance of sparse models in fivefold cross-validation
| Model | F-measure average | Non-zero coefficients | Modeling time (s) | SDWD | SDMDC |
|---|---|---|---|---|---|
| SSVM | 0.47 (0.21*) | 39.80 (3.03) | 0.05 (0.01) | (−0.12,0.30) | (−0.36,0.11) |
| SDWD | 0.38 (0.24) | 14.40 (5.86) | 5.37 (1.04) | (−0.07,−0.005**) | |
| SDMDC | 0.51 (0.14) | 17.00 (14.09) | 2.27 (0.05) |
*Standard deviation
**Intervals excluding zero, indicating significant differences
