No.

Dataset

The whole set of features

The best feature subset in step 1

Improvement (%)

# Feature

Acc (%)

# Feature

Acc (%)

1

Splice

455

94.55

40

96.77

2.22

2

Promoter

449

94.34

90

100

5.66

3

Human

629

85.94

420

86.35

0.41

4

Worm

629

89.06

180

89.28

0.22

5

Fly

629

80.16

140

81.79

1.63

6

Yeast

635

100

30

100

0.00