MetICA | FastICA | FastICA | icapca | icamix | kernel-ICA | Bayesian | |
---|---|---|---|---|---|---|---|
18 Clusters | 'Parallel' | 'Deflation' | Gaussian | ||||
[1] Variance Explained | 90 % | 90 % | 90 % | 75.7 % | 99 % | 99 % | 99 % |
[2] Component Extracted | 18 | 20 | 20 | 7 | 43 | 43 | 9 |
[3] Maximal Kurtosis | 44.1 | 43.9 | 44.1 | 44.1 | 43.6 | 3.9 | 29.8 |
[4] Minimal abs(Kurtosis) | 1.6 | 3.4 | 1.9 | 0.5 | 15.1 | 0.008 | 0.007 |
[5] Minimal Kurtosis | −1.6 | 3.4 | −2 | 0.5 | 15.1 | −1.7 | −0.9 |
[6] Stable Components | 12/18 | 20/20 | 9/20 | 3/7 | 43/43 | 0/43 | 1/9 |
[7] Model Selection | HCA | - | - | LOO-CV | Likelihood | - | BIC |
[8] Component Order | Bootstrap | - | Deflation | Variance | - | Deflation | Kurtosis |