Table 6. Results of sample clustering for data 1 of the facial image data.
Contingency table of the true labels (pose) and yielded clusters of multiple co-clustering (Mul), COALA, decorrelated K-means (DecK), and restricted multiple (rMul) method from (a) to (d). T1, T2, T3 and T4 are true classes of pose (straight, left, right and up); C1, C2, C3, C4 and C5 are yielded clusters for each method.
(a) Mul | (b) COALA | ||||||||
T1 | T2 | T3 | T4 | T1 | T2 | T3 | T4 | ||
C1 | 8 | 0 | 0 | 2 | C1 | 2 | 0 | 6 | 1 |
C2 | 0 | 8 | 0 | 0 | C2 | 6 | 0 | 1 | 7 |
C3 | 0 | 0 | 8 | 0 | C3 | 0 | 5 | 1 | 0 |
C4 | 0 | 0 | 0 | 6 | C4 | 0 | 3 | 0 | 0 |
(c) DecK | (d) rMul | ||||||||
T1 | T2 | T3 | T4 | T1 | T2 | T3 | T4 | ||
C1 | 0 | 0 | 2 | 2 | C1 | 0 | 8 | 0 | 0 |
C2 | 2 | 3 | 1 | 2 | C2 | 0 | 0 | 8 | 0 |
C3 | 4 | 4 | 4 | 3 | C3 | 1 | 0 | 0 | 5 |
C4 | 2 | 1 | 1 | 1 | C4 | 4 | 0 | 0 | 2 |
C5 | 3 | 0 | 0 | 1 |