expe:
  name: Première expérience
  date: 9 juillet 2018
  priority: 1
  workflow: split-first # desc-first (default), split-first
  ground_truth: ../Data/ground_truth/2018_IEEE_GRSS_DFC_GT_TR.tif
  meta_labels: ../GroundTruth/jurse_meta_idx.csv
  descriptors_script:
    name: Descriptors.dfc_sdaps
    parameters:
      areas:
      - 100
      - 1000
      - 1e5 
      moi:
      - 0.5
      - 0.9
      rasters:
      - ./Data/phase1_rasters/DEM+B_C123/UH17_GEM051_TR.tif
      - ./Data/phase1_rasters/DEM_C123_3msr/UH17_GEG051_TR.tif
      treshold: 1e4
#      features:
#      - std
#      - mean
#      patch_size: 3
  cross_validation:
    package: CVGenerators
    name: APsCVG
    parameters:
      n_test: 2
  classifier:
    package: sklearn.ensemble
    name: RandomForestClassifier
    parameters:
      min_samples_leaf: 10
      n_estimators: 50
      n_jobs: -1
      random_state: 0