Classification on 20News
36.66Error RateNC
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| NCModel=GPCNN, Configuration=+PB2025.06 | 36.66 | 7.86 | 8.12 | 8.04 | |
| NCCalibration variant=+LB, Model=GPCNN2025.06 | 36.78 | 7.2 | 7.01 | 7.05 | |
| UncalCalibration variant=Base, Model=GPCNN2025.06 | 36.79 | 33.5 | 28.9 | 28.95 | |
| TSCalibration variant=Base, Model=GPCNN2025.06 | 36.79 | 6.34 | 6.23 | 6.23 | |
| IBTS/PTSCalibration variant=Base, Model=GPCNN2025.06 | 36.79 | 5.76 | 5.66 | 5.83 | |
| ETSCalibration variant=Base, Model=GPCNN2025.06 | 36.79 | 7.34 | 7.36 | 7.42 | |
| UncalModel=GPCNN, Configuration=Base2025.06 | 36.79 | 33.5 | 28.9 | 28.95 | |
| UncalModel=GPCNN, Configuration=+PB2025.06 | 36.79 | 11.99 | 12.06 | 12.04 | |
| TSModel=GPCNN, Configuration=Base2025.06 | 36.79 | 6.34 | 6.23 | 6.23 | |
| TSModel=GPCNN, Configuration=+PB2025.06 | 36.79 | 5.56 | 5.75 | 5.75 | |
| IBTS/PTSModel=GPCNN, Configuration=Base2025.06 | 36.79 | 5.76 | 5.66 | 5.83 | |
| IBTS/PTSModel=GPCNN, Configuration=+PB2025.06 | 36.79 | 5.52 | 5.91 | 5.77 | |
| ETSModel=GPCNN, Configuration=Base2025.06 | 36.79 | 7.34 | 7.36 | 7.42 | |
| ETSModel=GPCNN, Configuration=+PB2025.06 | 36.79 | 6.61 | 6.65 | 6.7 | |
| ETSCalibration variant=+LB, Model=GPCNN2025.06 | 36.8 | 7.31 | 7.32 | 7.39 | |
| DirModel=GPCNN, Configuration=+PB2025.06 | 36.84 | 7.07 | 7.29 | 7.06 | |
| TSCalibration variant=+LB, Model=GPCNN2025.06 | 36.86 | 6.39 | 6.28 | 6.3 | |
| IBTS/PTSCalibration variant=+LB, Model=GPCNN2025.06 | 36.86 | 5.88 | 5.84 | 5.95 | |
| DirCalibration variant=Base, Model=GPCNN2025.06 | 36.86 | 6.18 | 6.04 | 6.15 | |
| DirModel=GPCNN, Configuration=Base2025.06 | 36.86 | 6.18 | 6.04 | 6.15 | |
| DirCalibration variant=+LB, Model=GPCNN2025.06 | 36.88 | 7.99 | 7.83 | 7.89 | |
| NCCalibration variant=Base, Model=GPCNN2025.06 | 36.9 | 9.31 | 8.98 | 9.02 | |
| NCModel=GPCNN, Configuration=Base2025.06 | 36.9 | 9.31 | 8.98 | 9.02 | |
| FCModel=GPCNN2025.06 | 37.1 | 6.1 | 6.16 | 6.18 | |
| FCModel=GPCNN2025.06 | 37.1 | 6.1 | 6.16 | 6.18 | |
| DPBModel=GPCNN2025.06 | 37.31 | 4.98 | 4.88 | 5.03 | |
| DPBModel=GPCNN2025.06 | 37.31 | 4.98 | 4.88 | 5.03 | |
| T&AModel=GPCNN, Configuration=+PB2025.06 | 43 | 11.11 | 11.13 | 12.23 | |
| T&ACalibration variant=Base, Model=GPCNN2025.06 | 43.3 | 28.68 | 25.78 | 25.79 | |
| T&AModel=GPCNN, Configuration=Base2025.06 | 43.3 | 28.68 | 25.79 | 25.78 | |
| UncalCalibration variant=+LB, Model=GPCNN2025.06 | 44.94 | 12.39 | 12.31 | 12.5 | |
| T&ACalibration variant=+LB, Model=GPCNN2025.06 | 51.61 | 7.23 | 7.39 | 7.44 |