Twitter Spam dataset (test)
94.6Clean AccuracyStd. Training
Evaluation results
| Method | Links | ||
|---|---|---|---|
| Std. Training2021.02 | 94.6 | 17.5 | |
| NU-δ-Pearson||δ||2=0.12021.02 | 94 | 36 | |
| NU-δ-SHAP||δ||2=0.12021.02 | 93.9 | 35.3 | |
| NU-δ-MD||δ||2=0.12021.02 | 93.9 | 36.7 | |
| NU-δ-MDtarget||δ||2=0.12021.02 | 93.9 | 38.3 | |
| Uniform-δ||δ||2=0.32021.02 | 92.6 | 58.3 | |
| NU-δ-MDtarget||δ||2=0.32021.02 | 92 | 67.9 | |
| NU-δ-SHAP||δ||2=0.32021.02 | 91.9 | 66.5 | |
| NU-δ-MD||δ||2=0.32021.02 | 91.9 | 69.4 | |
| NU-δ-Pearson||δ||2=0.32021.02 | 91.8 | 65 | |
| Uniform-δ||δ||2=0.52021.02 | 91.3 | 82.8 | |
| NU-δ-Pearson||δ||2=0.52021.02 | 91.2 | 87.3 | |
| NU-δ-MDtarget||δ||2=0.52021.02 | 91.2 | 86.8 | |
| Uniform-δ||δ||2=0.12021.02 | 91.1 | 34.4 | |
| NU-δ-MD||δ||2=0.52021.02 | 91.1 | 85.3 | |
| Uniform-δ||δ||2=0.72021.02 | 91.1 | 89.6 | |
| NU-δ-SHAP||δ||2=0.52021.02 | 90.9 | 86.1 | |
| NU-δ-Pearson||δ||2=0.72021.02 | 90.6 | 90.7 | |
| NU-δ-SHAP||δ||2=0.72021.02 | 90.5 | 90.5 | |
| NU-δ-MD||δ||2=0.72021.02 | 90.5 | 89.8 | |
| NU-δ-MDtarget||δ||2=0.72021.02 | 90.5 | 89.1 | |
| Uniform-δ||δ||2=12021.02 | 90.5 | 87.3 | |
| NU-δ-Pearson||δ||2=12021.02 | 89.9 | 92 | |
| NU-δ-SHAP||δ||2=12021.02 | 89.8 | 91.4 | |
| NU-δ-MDtarget||δ||2=12021.02 | 89.8 | 92.5 | |
| NU-δ-MD||δ||2=12021.02 | 89.7 | 93.3 |