From: Multiple-input multiple-output causal strategies for gene selection
v= 20 | λ = 0 | λ = 0.2 | λ = 0.4 | λ = 0.6 | λ = 0.8 | λ = 0.9 | λ = 1 | λ = 2 |
---|---|---|---|---|---|---|---|---|
AUC | 0.688 | 0.688 | 0.694 | 0.699 | 0.703 | 0.704 | 0.705 | 0.707 |
1-RMSE | 0.460 | 0.466 | 0.481 | 0.493 | 0.504 | 0.510 | 0.515 | 0.542 |
SAR | 0.559 | 0.561 | 0.569 | 0.575 | 0.580 | 0.583 | 0.585 | 0.595 |
F | 0.255 | 0.254 | 0.260 | 0.262 | 0.265 | 0.265 | 0.266 | 0.274 |
W-L | Â | 1-0 | 3-0 | 5-0 | 6-0 | 5-0 | 5-0 | 5-0 |
v = 50 | λ = 0 | λ = 0.2 | λ = 0.4 | λ = 0.6 | λ = 0.8 | λ = 0.9 | λ = 1 | λ = 2 |
AUC | 0.693 | 0.698 | 0.702 | 0.706 | 0.709 | 0.710 | 0.711 | 0.715 |
1-RMSE | 0.451 | 0.458 | 0.465 | 0.471 | 0.477 | 0.479 | 0.482 | 0.503 |
SAR | 0.552 | 0.556 | 0.562 | 0.567 | 0.571 | 0.572 | 0.574 | 0.583 |
F | 0.263 | 0.265 | 0.268 | 0.270 | 0.272 | 0.271 | 0.273 | 0.277 |
W-L | Â | 2-0 | 3-0 | 3-0 | 2-0 | 2-0 | 3-0 | 4-0 |
v = 100 | λ = 0 | λ = 0.2 | λ = 0.4 | λ = 0.6 | λ = 0.8 | λ = 0.9 | λ = 1 | λ = 2 |
AUC | 0.699 | 0.704 | 0.708 | 0.711 | 0.714 | 0.715 | 0.715 | 0.716 |
1-RMSE | 0.454 | 0.457 | 0.459 | 0.463 | 0.467 | 0.470 | 0.472 | 0.487 |
SAR | 0.545 | 0.549 | 0.553 | 0.557 | 0.561 | 0.563 | 0.564 | 0.573 |
F | 0.272 | 0.271 | 0.272 | 0.274 | 0.274 | 0.274 | 0.275 | 0.284 |
W-L | Â | 1-0 | 1-0 | 1-0 | 2-0 | 3-0 | 4-1 | 4-1 |