Table 7.
Comparison of CSE-UAEL Algorithm using p-values on dataset-2B. The p-value denotes the Wilcoxon signed-rank test: *p < 0.01, ⋆p < 0.05.
| Single classifier |
Ensemble |
||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|
| Passive | Active | Baseline methods |
CSE-UAEL (Passive) |
||||||||
| C-3 | C-3 | BAG | AB | TB | RUSB | RSM | C1 | C2 | C3 | ||
| CSE-UAEL | C-1 | 0.0078* | 0.0078* | 0.0078* | 0.0078* | 0.0195⋆ | 0.1641 | 0.4961 | 0.75 | 0.0195⋆ | 0.0039* |
| (Active) | C-2 | 0.0447⋆ | 0.0391⋆ | 0.0742 | 0.0486⋆ | 0.1641 | 0.0781 | 0.0078* | 0.0078* | 0.5234 | 0.0039* |
| C-3 | 0.0039* | 0.0039* | 0.0039* | 0.0039* | 0.0078* | 0.0039* | 0.0039* | 0.0039* | 0.0039* | 0.0425⋆ | |