Table 1. AUC statistics for synthetic data.
SNR = 0.5 | SNR = 1.0 | SNR = 1.5 | SNR = 2.0 | |
K-means | 0.6643 | 0.7547 | 0.8253 | 0.9233 |
GPCA | 0.6145 | 0.7128 | 0.8652 | 0.9255 |
LRR | 0.8928 | 0.9435 | 0.9681 | 0.9908 |
SNR = 0.5 | SNR = 1.0 | SNR = 1.5 | SNR = 2.0 | |
K-means | 0.6643 | 0.7547 | 0.8253 | 0.9233 |
GPCA | 0.6145 | 0.7128 | 0.8652 | 0.9255 |
LRR | 0.8928 | 0.9435 | 0.9681 | 0.9908 |