Table 1 The average computational time of eight models in four simulation set ups
From: Prior knowledge guided eQTL mapping for identifying candidate genes
Model | K=10 J=100 | K=20 J=100 | K=10 J=500 | K=20 J=500 |
|---|---|---|---|---|
| Â | (seconds) | (seconds) | (seconds) | (seconds) |
FMPR | 22.34 | 61.98 | 72.96 | 232.90 |
GFLasso | 113.38 | 496.00 | 947.28 | 3776.94 |
RidgeM | 0.44 | 0.82 | 0.79 | 1.67 |
RidgeMP | 0.48 | 0.87 | 0.95 | 1.70 |
elasticM | 0.47 | 0.89 | 0.62 | 1.67 |
elasticMP | 0.48 | 0.95 | 0.61 | 1.70 |
LassoM | 0.48 | 0.98 | 0.56 | 1.42 |
LassoMP | 0.50 | 1.00 | 0.56 | 1.51 |