rpotter6298
69 lines
1.5 KiB
JSON
69 lines
1.5 KiB
JSON
{
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"n_images": 1097,
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"structure": {
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"siamese": {
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"n_groups": 110,
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"min": 1,
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"median": 4.0,
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"mean": 9.972727272727273,
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"max": 112,
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"singletons": 25
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},
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"pca50": {
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"n_groups": 110,
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"min": 2,
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"median": 9.0,
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"mean": 9.972727272727273,
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"max": 32,
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"singletons": 0
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},
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"thumbnail": {
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"n_groups": 110,
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"min": 1,
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"median": 8.5,
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"mean": 9.972727272727273,
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"max": 30,
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"singletons": 1
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}
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},
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"pairwise": {
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"siamese_vs_pca50": {
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"ARI": 0.4181618426201391,
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"NMI": 0.8689785640560458,
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"V": 0.8689785640560458
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},
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"siamese_vs_thumbnail": {
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"ARI": 0.4147240727370461,
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"NMI": 0.8703177137592031,
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"V": 0.8703177137592032
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},
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"pca50_vs_thumbnail": {
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"ARI": 0.7432698225746973,
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"NMI": 0.9226193956118858,
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"V": 0.9226193956118858
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}
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},
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"per_class_ARI": {
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"siamese_vs_pca50": {
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"Benign": 0.1917309601351469,
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"Malignant": 0.387952185974747,
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"Normal": 0.5325854014848859
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},
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"siamese_vs_thumbnail": {
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"Benign": 0.23555079431438128,
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"Malignant": 0.38636842596539783,
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"Normal": 0.5002427880113821
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},
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"pca50_vs_thumbnail": {
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"Malignant": 0.77928612571208,
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"Normal": 0.6875861344042246
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}
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},
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"mean_ari_vs_others": {
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"siamese": 0.41644295767859263,
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"pca50": 0.5807158325974182,
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"thumbnail": 0.5789969476558717
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},
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"most_distinct": "siamese"
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} |