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Comparisons of adjusted Rand index for mixed multi-view data
| Method | Scenario 1 | Scenario 2 |
|---|---|---|
|
| ||
| Hclust: X1 | 0.35 (2.9e-2) | 0.53 (2.3e-2) |
| Hclust: X2 | 0.53 (4.6e-2) | 0.65 (1.8e-2) |
| Hclust: X3 | 0.52 (2.2e-2) | 0.70 (2.4e-2) |
| Hclust: [X1X2X3] - Euclidean | 0.68 (4.7e-2) | 0.63 (3.3e-2) |
| Hclust: [X1X2X3] - Gower | 0.86 (1.5e-2) | 0.83 (7.3e-2) |
| iCluster+ with λ = 0 | 0.90 (1.6e-2) | 0.71 (1.6e-2) |
| Bayesian Consensus Clustering | 0.95 (1.2e-2) | 0.63 (1.1e-2) |
| iGecco | 0.93 (5.0e-3) | 0.98 (2.2e-2) |
