Conformalized Regression on Simulation Scenario S1 phi=10 or sigma=0.63
92.9CoverageM4(Q)
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| M4(Q)Sample Size=n = 50, Conformal Method Type=Split2025.07 | 92.9 | 0.6249 | |
| M2Sample Size=n = 50, Conformal Method Type=Split2025.07 | 92.5 | 0.6378 | |
| M4(P)Sample Size=n = 50, Conformal Method Type=Split2025.07 | 92.5 | 0.6425 | |
| M1Sample Size=n = 50, Conformal Method Type=Split2025.07 | 92.4 | 0.5106 | |
| M3(P)Sample Size=n = 50, Conformal Method Type=Split2025.07 | 92.4 | 0.5241 | |
| M3(Q)Sample Size=n = 50, Conformal Method Type=Split2025.07 | 92.4 | 0.5095 | |
| M1Sample Size=n = 1000, Conformal Method Type=Split2025.07 | 92.1 | 0.4388 | |
| M3(P)Sample Size=n = 500, Conformal Method Type=Split2025.07 | 91.9 | 0.4361 | |
| M2Sample Size=n = 100, Conformal Method Type=Full2025.07 | 91.7 | 0.4596 | |
| M3(Q)Sample Size=n = 100, Conformal Method Type=Split2025.07 | 91.6 | 0.4577 | |
| M4(Q)Sample Size=n = 100, Conformal Method Type=Full2025.07 | 91.6 | 0.457 | |
| M3(P)Sample Size=n = 100, Conformal Method Type=Split2025.07 | 91.5 | 0.4611 | |
| M3(P)Sample Size=n = 1000, Conformal Method Type=Full2025.07 | 91.5 | 0.4326 | |
| M4(Q)Sample Size=n = 1000, Conformal Method Type=Full2025.07 | 91.5 | 0.4355 | |
| M3(P)Sample Size=n = 100, Conformal Method Type=Full2025.07 | 91.4 | 0.4463 | |
| M3(P)Sample Size=n = 500, Conformal Method Type=Full2025.07 | 91.4 | 0.4333 | |
| M3(Q)Sample Size=n = 1000, Conformal Method Type=Split2025.07 | 91.4 | 0.4358 | |
| M4(Q)Sample Size=n = 1000, Conformal Method Type=Split2025.07 | 91.4 | 0.4372 | |
| M1Sample Size=n = 100, Conformal Method Type=Split2025.07 | 91.3 | 0.4599 | |
| M1Sample Size=n = 1000, Conformal Method Type=Full2025.07 | 91.3 | 0.4376 | |
| M2Sample Size=n = 100, Conformal Method Type=Split2025.07 | 91.3 | 0.4936 | |
| M3(P)Sample Size=n = 1000, Conformal Method Type=Split2025.07 | 91.3 | 0.4341 | |
| M4(P)Sample Size=n = 1000, Conformal Method Type=Full2025.07 | 91.3 | 0.4324 | |
| M1Sample Size=n = 500, Conformal Method Type=Split2025.07 | 91.2 | 0.4403 | |
| M2Sample Size=n = 1000, Conformal Method Type=Split2025.07 | 91.2 | 0.4402 | |
| M2Sample Size=n = 1000, Conformal Method Type=Full2025.07 | 91.2 | 0.4383 | |
| M3(Q)Sample Size=n = 500, Conformal Method Type=Split2025.07 | 91.2 | 0.4374 | |
| M4(P)Sample Size=n = 100, Conformal Method Type=Split2025.07 | 91.2 | 0.496 | |
| M4(Q)Sample Size=n = 100, Conformal Method Type=Split2025.07 | 91.2 | 0.4883 | |
| M3(Q)Sample Size=n = 100, Conformal Method Type=Full2025.07 | 91.1 | 0.4461 | |
| M3(Q)Sample Size=n = 1000, Conformal Method Type=Full2025.07 | 91 | 0.4348 | |
| M4(P)Sample Size=n = 100, Conformal Method Type=Full2025.07 | 91 | 0.459 | |
| M1Sample Size=n = 100, Conformal Method Type=Full2025.07 | 90.9 | 0.4482 | |
| M1Sample Size=n = 500, Conformal Method Type=Full2025.07 | 90.9 | 0.4382 | |
| M2Sample Size=n = 500, Conformal Method Type=Split2025.07 | 90.9 | 0.4414 | |
| M4(P)Sample Size=n = 1000, Conformal Method Type=Split2025.07 | 90.8 | 0.4349 | |
| M3(Q)Sample Size=n = 500, Conformal Method Type=Full2025.07 | 90.7 | 0.4354 | |
| M4(Q)Sample Size=n = 500, Conformal Method Type=Full2025.07 | 90.7 | 0.4357 | |
| BootstrapSample Size=n = 1002025.07 | 90.7 | 0.4549 | |
| M2Sample Size=n = 500, Conformal Method Type=Full2025.07 | 90.6 | 0.4382 | |
| BootstrapSample Size=n = 5002025.07 | 90.6 | 0.4365 | |
| BootstrapSample Size=n = 10002025.07 | 90.6 | 0.4372 | |
| M3(Q)Sample Size=n = 50, Conformal Method Type=Full2025.07 | 90.5 | 0.458 | |
| M4(Q)Sample Size=n = 500, Conformal Method Type=Split2025.07 | 90.5 | 0.4385 | |
| M1Sample Size=n = 50, Conformal Method Type=Full2025.07 | 90.4 | 0.4596 | |
| M2Sample Size=n = 50, Conformal Method Type=Full2025.07 | 90.3 | 0.4877 | |
| M3(P)Sample Size=n = 50, Conformal Method Type=Full2025.07 | 90.3 | 0.4617 | |
| M4(Q)Sample Size=n = 50, Conformal Method Type=Full2025.07 | 90.3 | 0.4849 | |
| M4(P)Sample Size=n = 50, Conformal Method Type=Full2025.07 | 90.2 | 0.4946 | |
| M4(P)Sample Size=n = 500, Conformal Method Type=Full2025.07 | 90.2 | 0.4334 | |
| M4(P)Sample Size=n = 500, Conformal Method Type=Split2025.07 | 90 | 0.4368 | |
| BootstrapSample Size=n = 502025.07 | 89.5 | 0.4738 |