Table 1.
Data set | Model |
dim1 |
dim2 |
dim3 |
p(dim1) | ||||||
---|---|---|---|---|---|---|---|---|---|---|---|
corr. | No.(u) | No.(v) | corr. | No. | No. | corr. | No. | No. | |||
Glioma |
CCA-group |
0.3036 |
103 |
113 |
0.3675 |
153 |
93 |
0.3501 |
110 |
104 |
0.0005 |
CCA-l1 |
0.5362 |
72 |
78 |
0.6884 |
83 |
76 |
0.5743 |
78 |
82 |
<0.0001 |
|
CCA-sparse group |
0.5903 |
53 |
47 |
0.7023 |
41 |
61 |
0.5728 |
67 |
60 |
<0.0001 |
|
NCI60 |
CCA-group |
0.8425 |
189 |
184 |
0.8943 |
100 |
125 |
0.8310 |
125 |
115 |
<0.0001 |
CCA-l1 |
0.9645 |
100 |
171 |
0.9527 |
67 |
120 |
0.9495 |
131 |
88 |
<0.0001 |
|
CCA-sparse group | 0.9649 | 45 | 71 | 0.9633 | 66 | 109 | 0.9355 | 97 | 108 | <0.0001 |