Table 3.
F1 scores for each data imputation method.
F1 Scores | |||||
---|---|---|---|---|---|
% <0.3 s | % Missing | DVC | Pchip | Linear | Spline |
5% | 5% | 0.63 | 0.54 | 0.53 | 0.56 |
5% | 10% | 0.62 | 0.52 | 0.51 | 0.54 |
5% | 15% | 0.61 | 0.48 | 0.47 | 0.55 |
5% | 20% | 0.61 | 0.45 | 0.45 | 0.55 |
5% | 25% | 0.61 | 0.44 | 0.43 | 0.55 |
5% | 30% | 0.61 | 0.44 | 0.43 | 0.55 |
5% | 35% | 0.61 | 0.44 | 0.43 | 0.55 |