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Table 3 k-NN, RF and SVM parameters.

From: The impact of sequence length and number of sequences on promoter prediction performance

 

k-NN

RF

SVM

Datasets

k

ntree

mtry

C

sigma

10-1

9

500

3.45

1

3.64e-03

10-3

9

500

3.59

0.5

3.05e-03

10-5

9

500

6.95

0.5

1e-02

10-10

9

500

8.03

2

1e-03

10-20

9

500

19.7

1

1e-03

10-30

9

500

4.77

1

1e-03

10-40

9

500

25.5

1

7.84e-04

10-50

9

500

55.8

1

1e-03

20-50

9

500

30.1

1

1e-03

30-50

9

500

64.4

0.5

1e-03

40-50

9

500

17.1

0.5

1e-03

50-50

7

500

72.1

0.5

1e-03

100-50

9

500

88.3

1

1e-03

150-50

9

500

102

0.5

1.96e-04

200-50

9

500

114

1

1.56e-04

250-50

9

500

125

1

1e-04