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Performance of sparse SVM Model in 5-fold cross-validation
| Fold | TN | FN | FP | TP | F-measure Average | Non-Zero Coefficients | Modeling Time (s) |
|---|---|---|---|---|---|---|---|
| 1 | 5 | 5 | 1 | 0 | 0.31 | 39 | 0.06 |
| 2 | 4 | 2 | 2 | 2 | 0.58 | 37 | 0.05 |
| 3 | 4 | 2 | 2 | 2 | 0.58 | 45 | 0.06 |
| 4 | 6 | 3 | 0 | 1 | 0.60 | 39 | 0.05 |
| 5 | 0 | 1 | 5 | 4 | 0.29 | 39 | 0.05 |
| Mean | 3.80 | 2.60 | 2.00 | 1.80 | 0.47 | 39.80 | 0.05 |
