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Conformalized Regression on Simulation Scenario S1 phi=10 or sigma=0.63

92.9CoverageM4(Q)
89.36490.28291.292.118Jul 18, 2025
Updated 4mo ago

Evaluation results

MethodLinks
M4(Q)Sample Size=n = 50, Conformal Method Type=Split2025.0792.90.6249
M2Sample Size=n = 50, Conformal Method Type=Split2025.0792.50.6378
M4(P)Sample Size=n = 50, Conformal Method Type=Split2025.0792.50.6425
M1Sample Size=n = 50, Conformal Method Type=Split2025.0792.40.5106
M3(P)Sample Size=n = 50, Conformal Method Type=Split2025.0792.40.5241
M3(Q)Sample Size=n = 50, Conformal Method Type=Split2025.0792.40.5095
M1Sample Size=n = 1000, Conformal Method Type=Split2025.0792.10.4388
M3(P)Sample Size=n = 500, Conformal Method Type=Split2025.0791.90.4361
M2Sample Size=n = 100, Conformal Method Type=Full2025.0791.70.4596
M3(Q)Sample Size=n = 100, Conformal Method Type=Split2025.0791.60.4577
M4(Q)Sample Size=n = 100, Conformal Method Type=Full2025.0791.60.457
M3(P)Sample Size=n = 100, Conformal Method Type=Split2025.0791.50.4611
M3(P)Sample Size=n = 1000, Conformal Method Type=Full2025.0791.50.4326
M4(Q)Sample Size=n = 1000, Conformal Method Type=Full2025.0791.50.4355
M3(P)Sample Size=n = 100, Conformal Method Type=Full2025.0791.40.4463
M3(P)Sample Size=n = 500, Conformal Method Type=Full2025.0791.40.4333
M3(Q)Sample Size=n = 1000, Conformal Method Type=Split2025.0791.40.4358
M4(Q)Sample Size=n = 1000, Conformal Method Type=Split2025.0791.40.4372
M1Sample Size=n = 100, Conformal Method Type=Split2025.0791.30.4599
M1Sample Size=n = 1000, Conformal Method Type=Full2025.0791.30.4376
M2Sample Size=n = 100, Conformal Method Type=Split2025.0791.30.4936
M3(P)Sample Size=n = 1000, Conformal Method Type=Split2025.0791.30.4341
M4(P)Sample Size=n = 1000, Conformal Method Type=Full2025.0791.30.4324
M1Sample Size=n = 500, Conformal Method Type=Split2025.0791.20.4403
M2Sample Size=n = 1000, Conformal Method Type=Split2025.0791.20.4402
M2Sample Size=n = 1000, Conformal Method Type=Full2025.0791.20.4383
M3(Q)Sample Size=n = 500, Conformal Method Type=Split2025.0791.20.4374
M4(P)Sample Size=n = 100, Conformal Method Type=Split2025.0791.20.496
M4(Q)Sample Size=n = 100, Conformal Method Type=Split2025.0791.20.4883
M3(Q)Sample Size=n = 100, Conformal Method Type=Full2025.0791.10.4461
M3(Q)Sample Size=n = 1000, Conformal Method Type=Full2025.07910.4348
M4(P)Sample Size=n = 100, Conformal Method Type=Full2025.07910.459
M1Sample Size=n = 100, Conformal Method Type=Full2025.0790.90.4482
M1Sample Size=n = 500, Conformal Method Type=Full2025.0790.90.4382
M2Sample Size=n = 500, Conformal Method Type=Split2025.0790.90.4414
M4(P)Sample Size=n = 1000, Conformal Method Type=Split2025.0790.80.4349
M3(Q)Sample Size=n = 500, Conformal Method Type=Full2025.0790.70.4354
M4(Q)Sample Size=n = 500, Conformal Method Type=Full2025.0790.70.4357
BootstrapSample Size=n = 1002025.0790.70.4549
M2Sample Size=n = 500, Conformal Method Type=Full2025.0790.60.4382
BootstrapSample Size=n = 5002025.0790.60.4365
BootstrapSample Size=n = 10002025.0790.60.4372
M3(Q)Sample Size=n = 50, Conformal Method Type=Full2025.0790.50.458
M4(Q)Sample Size=n = 500, Conformal Method Type=Split2025.0790.50.4385
M1Sample Size=n = 50, Conformal Method Type=Full2025.0790.40.4596
M2Sample Size=n = 50, Conformal Method Type=Full2025.0790.30.4877
M3(P)Sample Size=n = 50, Conformal Method Type=Full2025.0790.30.4617
M4(Q)Sample Size=n = 50, Conformal Method Type=Full2025.0790.30.4849
M4(P)Sample Size=n = 50, Conformal Method Type=Full2025.0790.20.4946
M4(P)Sample Size=n = 500, Conformal Method Type=Full2025.0790.20.4334
M4(P)Sample Size=n = 500, Conformal Method Type=Split2025.07900.4368
BootstrapSample Size=n = 502025.0789.50.4738