ref-radiology/VALIDATION.json

{
  "cluster": "radiology",
  "version": "58d3599a3a6017aa",
  "n_images": 283,
  "verdict": "PASS",
  "checks": {
    "sample_count": {
      "required": 84,
      "actual": 283,
      "pass": true
    },
    "coverage": {
      "min_per_bucket": 12,
      "buckets": {
        "nuclear": 44,
        "mammography": 45,
        "ct": 45,
        "mri": 40,
        "ultrasound": 39,
        "xray": 45,
        "angiography": 25
      },
      "gaps": [],
      "pass": true
    },
    "balance": {
      "min": 25,
      "max": 45,
      "ratio": 1.8,
      "max_ratio": 8.0,
      "pass": true
    },
    "image_quality": {
      "checked": 283,
      "failures": [],
      "n_failures": 0,
      "pass": true
    },
    "license_provenance": {
      "license_failures": [],
      "n_license_fail": 0,
      "provenance_failures": [],
      "n_prov_fail": 0,
      "licenses": {
        "cc0/pd": 168,
        "cc-by-4.0": 63,
        "cc-by-3.0": 20,
        "cc-by-2.0": 23,
        "cc-by-2.5": 6,
        "cc-by-1.0": 3
      },
      "pass": true
    },
    "exact_dup_leakage": {
      "collisions": [],
      "n": 0,
      "pass": true
    },
    "near_dup_leakage": {
      "phash_threshold": 10,
      "dhash_threshold": 8,
      "min_train_phash_dist": 12,
      "train_near_dups": [],
      "intra_set_dups": [],
      "pass": true
    }
  },
  "training_images_compared": 2911
}