Table 6.
#PCs | Test | w/o pruning | with pruning | 10000 pruned | |||||||||||
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
all | CV | LFVs | RVs | all | CVs | LFVs | RVs | all | CVs | LFVs | RVs | ||||
Type I | SDR | 0 | T1 | 0.417 | 0.417 | 0.417 | 0.417 | 0.417 | 0.417 | 0.417 | 0.417 | 0.417 | 0.417 | 0.417 | 0.417 |
Fp | 0.392 | 0.392 | 0.392 | 0.392 | 0.392 | 0.392 | 0.392 | 0.392 | 0.392 | 0.392 | 0.392 | 0.392 | |||
10 | T1 | 0.040 | 0.044 | 0.058 | 0.071 | 0.065 | 0.047 | 0.076 | 0.092 | 0.066 | 0.060 | 0.076 | 0.112 | ||
Fp | 0.041 | 0.045 | 0.058 | 0.072 | 0.063 | 0.048 | 0.074 | 0.094 | 0.066 | 0.059 | 0.074 | 0.111 | |||
25 | T1 | 0.087 | 0.064 | 0.071 | 0.090 | 0.074 | 0.081 | 0.146 | 0.123 | 0.071 | 0.066 | 0.075 | 0.113 | ||
Fp | 0.087 | 0.066 | 0.071 | 0.088 | 0.073 | 0.082 | 0.145 | 0.120 | 0.074 | 0.069 | 0.075 | 0.116 | |||
PCA | 10 | T1 | 0.114 | 0.114 | 0.124 | 0.099 | 0.101 | 0.112 | 0.077 | 0.068 | 0.138 | 0.111 | 0.079 | 0.091 | |
Fp | 0.116 | 0.114 | 0.126 | 0.103 | 0.101 | 0.113 | 0.078 | 0.065 | 0.141 | 0.115 | 0.078 | 0.091 | |||
25 | T1 | 0.066 | 0.098 | 0.072 | 0.063 | 0.074 | 0.120 | 0.098 | 0.066 | 0.085 | 0.125 | 0.084 | 0.074 | ||
Fp | 0.065 | 0.097 | 0.071 | 0.063 | 0.075 | 0.124 | 0.099 | 0.063 | 0.085 | 0.131 | 0.085 | 0.071 | |||
| |||||||||||||||
λ | SDR | 0 | T1 | 6.114 | 6.114 | 6.114 | 6.114 | 6.114 | 6.114 | 6.114 | 6.114 | 6.114 | 6.114 | 6.114 | 6.114 |
Fp | 5.665 | 5.665 | 5.665 | 5.665 | 5.665 | 5.665 | 5.665 | 5.665 | 5.665 | 5.665 | 5.665 | 5.665 | |||
10 | T1 | 1.009 | 1.025 | 1.122 | 1.246 | 1.161 | 0.988 | 1.297 | 1.470 | 1.237 | 1.098 | 1.309 | 1.669 | ||
Fp | 1.004 | 1.006 | 1.137 | 1.253 | 1.187 | 0.986 | 1.289 | 1.472 | 1.222 | 1.107 | 1.308 | 1.705 | |||
25 | T1 | 1.463 | 1.206 | 1.214 | 1.431 | 1.293 | 1.336 | 1.841 | 1.707 | 1.257 | 1.147 | 1.228 | 1.693 | ||
Fp | 1.459 | 1.198 | 1.202 | 1.440 | 1.284 | 1.334 | 1.844 | 1.731 | 1.212 | 1.170 | 1.238 | 1.701 | |||
PCA | 10 | T1 | 1.699 | 1.708 | 1.854 | 1.530 | 1.491 | 1.656 | 1.314 | 1.205 | 2.002 | 1.610 | 1.311 | 1.454 | |
Fp | 1.774 | 1.763 | 1.892 | 1.556 | 1.525 | 1.687 | 1.347 | 1.192 | 2.027 | 1.690 | 1.339 | 1.479 | |||
25 | T1 | 1.191 | 1.482 | 1.342 | 1.199 | 1.230 | 1.624 | 1.456 | 1.213 | 1.350 | 1.781 | 1.308 | 1.254 | ||
Fp | 1.218 | 1.487 | 1.368 | 1.199 | 1.241 | 1.623 | 1.465 | 1.191 | 1.343 | 1.786 | 1.305 | 1.276 |