1.3. copro.pipeline.run_reference¶
- copro.pipeline.run_reference(X, Y, config, scaler, clf, out_dir, run_nr)[source]¶
Top-level function to run one of the four supported models.
- Parameters
X (array) – X-array containing variable values.
Y (array) – Y-array containing conflict data.
config (ConfigParser-object) – object containing the parsed configuration-settings of the model.
scaler (scaler) – the specified scaler instance.
clf (classifier) – the specified model instance.
out_dir (str) – path to output folder.
- Raises
ValueError – raised if unsupported model is specified.
- Returns
containing the test-data X-array values. datatrame: containing model output on polygon-basis. dict: dictionary containing evaluation metrics per simulation.
- Return type
dataframe