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Table 5 Average runtime performance (only available for wKiera and Kiedra)

From: Discovering feature relevancy and dependency by kernel-guided probabilistic model-building evolution

Dataset

wKiera

Kiedra

 

Evaluations

Time (secs.)

Evaluations

Time (secs.)

Ionosphere

2893.8±331.59

93.11±30.21

3009.00±838.81

87.62±36.06

Horse colic

1826.20±251.74

43.02±13.19

2258.20±507.71

75.07±25.68

Soybean-large

3501.00±437.77

151.04±38.42

4747.00±1647.87

141.34±48.16

Annealing

1059.40±159.38

87.76±15.42

1160.20±204.92

67.41±14.11

Image

1246.60±299.86

31.14±9.15

1541.80±860.79

44.76±24.40