Table 2 95%-confidence intervals for the differences in prediction errors.

NCI60

k-NN

0

1.30 ± 0.09

-

1.40 ± 0.16

2.0 ± 0.21

1.60 ± 0.16

1-NN

-

1.30 ± 0.09

-

1.40 ± 0.16

2.0 ± 0.21

1.60 ± 0.16

3-NN

-

-

-

2.30 ± 0.16

1.30 ± 0.22

1.10 ± 0.15

SVM

-

-

-

-

2.60 ± 0.23

2.60 ± 0.21

DT

-

-

-

-

-

1.80 ± 0.21

ALL

k-NN

2.60 ± 0.05

0.90 ± 0.02

0.90 ± 0.02

2.90 ± 0.06

10.10 ± 0.06

8.80 ± 0.08

1-NN

-

2.90 ± 0.05

2.90 ± 0.05

1.50 ± 0.03

9.10 ± 0.03

7.80 ± 0.10

3-NN

-

-

0

3.20 ± 0.06

10.0 ± 0.06

8.70 ± 0.08

5-NN

-

-

-

3.20 ± 0.06

10.0 ± 0.06

8.70 ± 0.08

SVM

-

-

-

-

9.80 ± 0.02

8.30 ± 0.09

DT

-

-

-

-

-

5.30 ± 0.10

GCM

k-NN

0.40 ± 0.02

2.20 ± 0.07

2.20 ± 0.07

2.10 ± 0.08

4.60 ± 0.05

9.30 ± 0.09

1-NN

-

2.20 ± 0.06

2.20 ± 0.06

2.10 ± 0.08

4.80 ± 0.06

9.50 ± 0.09

3-NN

-

-

0.00

2.90 ± 0.09

3.80 ± 0.09

7.90 ± 0.09

5-NN

-

-

-

2.90 ± 0.09

3.80 ± 0.09

7.90 ± 0.09

SVM

-

-

-

-

5.70 ± 0.12

10.00 ± 0.13

DT

-

-

-

-

-

4.70 ± 0.11