Dataset | # of components | PCA | ICA | IPCA |
---|---|---|---|---|
Liver Toxicity study | 2 components | 1.809 | 1.923 | 1.242 |
Liver Toxicity study | 3 components | 1.523 | 1.578 | 1.525 |
Prostate cancer study | 2 components | 4.117 | 1.679 | 1.782 |
Prostate cancer study | 3 components | 3.312 | 2.316 | 2.315 |
Yeast metabolomic study | 2 components | 1.894 | 1.788 | 2.338 |
Yeast metabolomic study | 3 components | 2.119 | 2.139 | 2.037 |