Classification on ionosphere (Accuracy)
93.7AccuracyMI
Evaluation results
| Method | Links | |
|---|---|---|
| MISelected features=top 20%, Validation=five-fold cross-validated2025.05 | 93.7 | |
| LassoSelected features=top 20%, Validation=five-fold cross-validated2025.05 | 93.2 | |
| Tree Ens.Selected features=top 20%, Validation=five-fold cross-validated2025.05 | 92.6 | |
| HSICLassoSelected features=top 20%, Validation=five-fold cross-validated2025.05 | 91.2 | |
| CS-PNNNumber of hidden units=922025.01 | 90.07 | |
| PKeX-ShapleySelected features=top 20%, Validation=five-fold cross-validated2025.05 | 87.8 | |
| K–BestSelected features=top 20%, Validation=five-fold cross-validated2025.05 | 86.9 | |
| Original PNNNumber of hidden units=2002025.01 | 85.43 | |
| DNN (NhL = 2)Number of hidden units=482025.01 | 75.76 |