Target density | Misclasifcation rate | |||||
| KDD2 | KDS2 | KDSC | LD | QD | |
|
| n = 100, k = 1000 | ||||
D | mean | 0.0793 | 0.00600 | 0.0050 | 0.0101 | 0.0050 |
| SD | 0.0013 | 0.0013 | 0.0013 | 0.0042 | 0.0014 |
E | mean | 0.00798 | 0.0719 | 0.0798 | 0.0703 | 0.0701 |
| SD | 0.0120 | 0.0110 | 0.0071 | 0.0082 | 0.0081 |
K | mean | 0.3008 | 0.2810 | 0.17989 | 0.6125 | 0.5998 |
| SD | 0.0152 | 0.01320 | 0.0128 | 0.0396 | 0.0324 |
L | mean | 0.1615 | 0.1517 | 0.1607 | 0.4010 | 0.2115 |
| SD | 0.0156 | 0.0124 | 0.0146 | 0.0167 | 0.0189 |
|
| n = 1000, k = 1000 | ||||
D | mean | 0.0048 | 0.0050 | 0.0044 | 0.0059 | 0.039 |
| SD | 0.0015 | 0.0015 | 0.0013 | 0.0014 | 0.0016 |
E | mean | 0.0499 | 0.0499 | 0.0489 | 0.0509 | 0.0498 |
| SD | 0.00146 | 0.0014 | 0.0014 | 0.0016 | 0.0013 |
K | mean | 0.0498 | 0.0501 | 0.0498 | 0.0498 | 0.0497 |
| SD | 0.0015 | 0.0016 | 0.0015 | 0.0014 | 0.0013 |
L | mean | 0.4998 | 0.4996 | 0.4500 | 0.5189 | 0.4984 |
| SD | 0.0154 | 0.0155 | 0.0154 | 0.0121 | 0.0164 |