| 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 |