example.json

{
    "config": {
      "source_path": "example_data/gpLimpopo_depr_12102021.shp",
      "features_dir": "example_features",
      "targets_dir": "example_targets",
      "target_id": "ellipticalness",
      "minimum_to_train": 3,
      "queries_per_round": 5,
      "test_train_split": 0.25
    },
    "broker": "marmot.brokers.ShapeFileBroker",
    "features": [
      {
        "path": "marmot.features.LogMeanNormalizedEllipseResiduals",
        "override": false
      },
      {
        "path": "marmot.features.DistanceWeightedConvexity",
        "override": false,
        "segment_length": 10
      }
    ],
    "interface": "marmot.interfaces.ShapeInterface",
    "learner": {
      "factory": "marmot.learners.random_forest_learner_factory",
      "query_method": "margin_sampling"
    }
}