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patient_leakage_detection/results/clustering_validation/validate_pca50_VGG16_full.json
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rpotter6298 35cbd9ac3c 2026001
2026-07-01 17:35:58 +02:00

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{
"method": "pca50_VGG16",
"model": "VGG16",
"n_patients": 63,
"n_slices": 10587,
"ARI": 0.2982860430503409,
"NMI": 0.6543620808930918,
"cluster_purity": {
"overall": 0.4898460375932748,
"median": 0.8548387096774194,
"mean": 0.6433234955790892,
"frac_gt_70": 0.5396825396825397,
"frac_gt_90": 0.49206349206349204
},
"patient_capture": {
"median": 0.4207650273224044,
"mean": 0.4439023854165772,
"frac_gt_50": 0.31746031746031744
}
}