Table 3 Average number of relevant variables discovered in each dataset
From: Discovering feature relevancy and dependency by kernel-guided probabilistic model-building evolution
Dataset | Raw | EBNA | wKiera | Kiedra |
|---|---|---|---|---|
Ionosphere | 34 | 13.40±2.11 | 7.30±0.82 | 7.20±0.92 |
Soybean | 35 | 6.10±1.85 | 5.10±0.99 | 6.50±1.58 |
Horse–colic | 27 | 18.90±2.76 | 16.40±1.90 | 16.60±2.12 |
Annealing | 38 | 20.50±3.13 | 9.60±0.97 | 9.40±1.43 |
Image | 19 | 8.00±0.66 | 7.72±1.24 | 7.45±1.36 |