{ "n_images": 1097, "structure": { "siamese": { "n_groups": 110, "min": 1, "median": 4.0, "mean": 9.972727272727273, "max": 112, "singletons": 25 }, "pca50": { "n_groups": 110, "min": 2, "median": 9.0, "mean": 9.972727272727273, "max": 32, "singletons": 0 }, "thumbnail": { "n_groups": 110, "min": 1, "median": 8.5, "mean": 9.972727272727273, "max": 30, "singletons": 1 } }, "pairwise": { "siamese_vs_pca50": { "ARI": 0.4181618426201391, "NMI": 0.8689785640560458, "V": 0.8689785640560458 }, "siamese_vs_thumbnail": { "ARI": 0.4147240727370461, "NMI": 0.8703177137592031, "V": 0.8703177137592032 }, "pca50_vs_thumbnail": { "ARI": 0.7432698225746973, "NMI": 0.9226193956118858, "V": 0.9226193956118858 } }, "per_class_ARI": { "siamese_vs_pca50": { "Benign": 0.1917309601351469, "Malignant": 0.387952185974747, "Normal": 0.5325854014848859 }, "siamese_vs_thumbnail": { "Benign": 0.23555079431438128, "Malignant": 0.38636842596539783, "Normal": 0.5002427880113821 }, "pca50_vs_thumbnail": { "Benign": 0.5478101559111155, "Malignant": 0.77928612571208, "Normal": 0.6875861344042246 } }, "mean_ari_vs_others": { "siamese": 0.41644295767859263, "pca50": 0.5807158325974182, "thumbnail": 0.5789969476558717 }, "most_distinct": "siamese" }