Deconvolution on Deconvolution (test)
98.19R2 ScoreDismir
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| DismirLabeling Scheme=DD Soft Labels w/ pool., Deconvolver=SWN†, Calibrator=Vec. scaling2026.07 | 98.19 | 3.47 | 1.5 | 5.29 | |
| MethylBERTLabeling Scheme=Canonical Soft Labels, Deconvolver=SWN, Calibrator=Vec. scaling2026.07 | 97.81 | 3.51 | 1.82 | 7.07 | |
| DismirLabeling Scheme=DD Soft Labels w/ pool., Deconvolver=SWN, Calibrator=None2026.07 | 97.65 | 3.51 | 1.95 | 6.01 | |
| MethylBERTLabeling Scheme=Hard labels w/ bckg., Deconvolver=SWN, Calibrator=Vec. scaling2026.07 | 97.64 | 4 | 1.96 | 7.14 | |
| MethylBERTLabeling Scheme=DD Soft Labels w/ pool., Deconvolver=SWN, Calibrator=Vec. scaling2026.07 | 97.63 | 3.81 | 1.97 | 6.1 | |
| CancerDetectorLabeling Scheme=Prior: Uniform, Deconvolver=SWN, Calibrator=None2026.07 | 97.59 | 3.66 | 2 | 7.06 | |
| MethylBERTLabeling Scheme=DD Soft Labels w/o pool., Deconvolver=SWN, Calibrator=Vec. scaling2026.07 | 97.56 | 3.86 | 2.03 | 6.31 | |
| CancerDetectorLabeling Scheme=Prior: Training counts, Deconvolver=SWN, Calibrator=None2026.07 | 97.48 | 3.68 | 2.09 | 7.12 | |
| DismirLabeling Scheme=Canonical Soft Labels, Deconvolver=XGB†, Calibrator=Vec. scaling2026.07 | 97.41 | 3.87 | 2.15 | 6.23 | |
| CancerDetectorLabeling Scheme=Prior: Uniform, Deconvolver=XGB, Calibrator=Vec. scaling2026.07 | 97.33 | 4.19 | 2.22 | 6.01 | |
| MethylBERTLabeling Scheme=DD Soft Labels w/ pool., Deconvolver=SWN, Calibrator=None2026.07 | 97.22 | 3.63 | 2.3 | 6.76 | |
| MethylBERTLabeling Scheme=Hard labels w/ bckg., Deconvolver=SWN, Calibrator=None2026.07 | 97.2 | 3.99 | 2.33 | 7.87 | |
| CancerDetectorLabeling Scheme=Prior: Training counts, Deconvolver=XGB, Calibrator=Vec. scaling2026.07 | 97.17 | 4.28 | 2.35 | 6.18 | |
| DismirLabeling Scheme=DD Soft Labels w/o pool., Deconvolver=SWN†, Calibrator=Vec. scaling2026.07 | 96.89 | 3.81 | 2.58 | 6.04 | |
| DismirLabeling Scheme=DD Soft Labels w/o pool., Deconvolver=SWN, Calibrator=None2026.07 | 96.88 | 3.58 | 2.59 | 6.3 | |
| MethylBERTLabeling Scheme=Canonical Soft Labels, Deconvolver=SWN, Calibrator=None2026.07 | 96.77 | 4.24 | 2.69 | 8.44 | |
| MethylBERTLabeling Scheme=DD Soft Labels w/o pool., Deconvolver=SWN, Calibrator=None2026.07 | 96.69 | 3.73 | 2.75 | 6.89 | |
| DismirLabeling Scheme=Hard labels w/ bckg., Deconvolver=SWN, Calibrator=None2026.07 | 96.66 | 3.82 | 2.77 | 6.7 | |
| Lookup ClassifierLabeling Scheme=DD Soft Labels w/ pool., Deconvolver=SWN†, Calibrator=Vec. scaling2026.07 | 96.66 | 4.69 | 2.78 | 8.83 | |
| UXMLabeling Scheme=N/A, Deconvolver=N/A, Calibrator=Vec. scaling2026.07 | 96.43 | 5.31 | 2.97 | 10.98 | |
| UXMLabeling Scheme=N/A, Deconvolver=N/A, Calibrator=None2026.07 | 96.39 | 5.59 | 3 | 14.54 | |
| DismirLabeling Scheme=Hard labels w/ bckg., Deconvolver=SWN, Calibrator=Vec. scaling2026.07 | 96.19 | 4.1 | 3.16 | 6.46 | |
| DismirLabeling Scheme=Canonical Soft Labels, Deconvolver=XGB, Calibrator=None2026.07 | 95.51 | 4.76 | 3.73 | 9.22 | |
| Lookup ClassifierLabeling Scheme=DD Soft Labels w/ pool., Deconvolver=SWN†, Calibrator=None2026.07 | 95.05 | 5.49 | 4.11 | 10.84 | |
| Lookup ClassifierLabeling Scheme=DD Soft Labels w/o pool., Deconvolver=PSLS†, Calibrator=Vec. scaling2026.07 | 93.13 | 7.5 | 5.7 | 15.65 | |
| Lookup ClassifierLabeling Scheme=DD Soft Labels w/o pool., Deconvolver=SWN†, Calibrator=None2026.07 | 87.36 | 10.04 | 10.49 | 24.52 | |
| Lookup ClassifierLabeling Scheme=Hard labels w/ bckg., Deconvolver=SWN†, Calibrator=None2026.07 | -0.01 | 44.36 | 83.34 | 231.36 | |
| Lookup ClassifierLabeling Scheme=Hard labels w/ bckg., Deconvolver=MLP†, Calibrator=Vec. scaling2026.07 | -0.01 | 44.36 | 83.33 | 231.34 |