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 | 0.678 | 0.674 | 0.678 | 0.680 | 0.682 | 0.682 | 0.680 | 0.669 |
1-RMSE | 0.447 | 0.448 | 0.467 | 0.469 | 0.482 | 0.528 | 0.544 | 0.556 |
SAR | 0.553 | 0.552 | 0.560 | 0.561 | 0.566 | 0.582 | 0.586 | 0.586 |
F | 0.280 | 0.275 | 0.275 | 0.281 | 0.279 | 0.283 | 0.287 | 0.276 |
W-L | Â | 1-1 | 5-1 | 2-0 | 4-0 | 5-0 | 4-0 | 4-0 |
v = 50 | λ = 0. | λ = 0.2 | λ = 0.4 | λ = 0.6 | λ = 0.8 | λ = 0.9 | λ = 1 | λ = 2 |
AUC | 0.681 | 0.687 | 0.692 | 0.693 | 0.698 | 0.700 | 0.700 | 0.693 |
1-RMSE | 0.428 | 0.438 | 0.453 | 0.457 | 0.464 | 0.473 | 0.490 | 0.516 |
SAR | 0.542 | 0.551 | 0.559 | 0.561 | 0.565 | 0.569 | 0.576 | 0.582 |
F | 0.284 | 0.284 | 0.281 | 0.281 | 0.285 | 0.291 | 0.298 | 0.303 |
W-L | Â | 3-0 | 4-0 | 5-1 | 3-0 | 5-0 | 4-0 | 6-0 |
v = 100 | λ = 0 | λ = 0.2 | λ = 0.4 | λ = 0.6 | λ = 0.8 | λ = 0.9 | λ = 1 | λ = 2 |
AUC | 0.687 | 0.694 | 0.704 | 0.708 | 0.711 | 0.706 | 0.708 | 0.676 |
1-RMSE | 0.430 | 0.436 | 0.449 | 0.457 | 0.463 | 0.463 | 0.476 | 0.477 |
SAR | 0.537 | 0.545 | 0.556 | 0.562 | 0.566 | 0.565 | 0.571 | 0.561 |
F | 0.290 | 0.292 | 0.294 | 0.296 | 0.299 | 0.294 | 0.304 | 0.288 |
W-L | Â | 1-0 | 4-0 | 6-0 | 4-0 | 4-0 | 5-0 | 5-1 |