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patient_leakage_detection/results/clustering_validation/validate_pca50_VGG16.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": 8,
"n_slices": 1251,
"ARI": 0.3838311521430662,
"NMI": 0.588535400629693,
"cluster_purity": {
"overall": 0.6418864908073542,
"median": 0.6389547237659365,
"mean": 0.7006446210824684,
"frac_gt_70": 0.375,
"frac_gt_90": 0.375
},
"patient_capture": {
"median": 0.7111548252719277,
"mean": 0.6921309007056184,
"frac_gt_50": 0.875
}
}