Classification on Isolet
95.05AccuracyDNN (NhL = 2)
Evaluation results
| Method | Links | |
|---|---|---|
| DNN (NhL = 2)Number of hidden units=8582025.01 | 95.05 | |
| CAENumber of selected features=502020.12 | 89.8 | |
| QuickSelectionNumber of selected features=50, Epochs=1002020.12 | 89 | |
| QuickSelectionNumber of selected features=50, Hyperparameter tuning=Grid search2020.12 | 89 | |
| Original PNNNumber of hidden units=62382025.01 | 88.84 | |
| CS-PNNNumber of hidden units=13272025.01 | 87.94 | |
| QuickSelectionNumber of selected features=50, Epochs=102020.12 | 86.9 | |
| AEFSNumber of selected features=502020.12 | 85.1 | |
| LSNumber of selected features=502020.12 | 83 | |
| FCAENumber of selected features=502020.12 | 81.6 | |
| MCFSNumber of selected features=502020.12 | 79.5 |