Apparent Error Rate (APER) in %

Initial Sample

(Without Bootstrap)

SVM

LDA

QDA

15.2

25.00

16.70

(No. of Bootstrap)

Apparent Error Rate (APER) in %

Bootstrap results

50

10.99

21.75

12.57

250

10.34

21.21

12.25

500

9.99

20.79

12.01

750

9.29

20.25

11.65

1000

8.21

20.02

11.21

2000

8.20

18.99

11.20