target:
  directory: ["images"]
  images:
    directory: ["images", "augmentations"]
    ext: ".png"
  splits:
    directory: ["images", "splits"]
    images_per_split: 320
  zips:
    directory: ["images", "zips"]
source:
  images:
    url: "https://raw.githubusercontent.com/greyhypotheses/dermatology/master/data/images/"
    ext: ".jpg"
  truth:
    url: "https://raw.githubusercontent.com/greyhypotheses/dermatology/master/data/isic_2019_ground_truth.csv"
    key: "image"
    use: ["image", "MEL" ,"NV", "BCC", "AK", "BKL", "DF", "VASC", "SCC", "UNK"]
  metadata:
    url: "https://raw.githubusercontent.com/greyhypotheses/dermatology/master/data/isic_2019_metadata.csv"
    key: "image"
    use: ["image", "age_approx", "anatom_site_general", "sex"]
    if_missing: ["unknown", 0, "unknown", "unknown"]
augmentation:
  images:
    remnant: 8
    rotations: [0, 90, 180, 270]
    image_length: 224
modelling:
  random_state: 5
  minimum_class_instances: 2