Validate the collocated time series
Having collocated a quick validation can be performed using the validationmod. validation_specs.yaml can be adjusted.
>>> val_dict = cco_raw.validate_collocated_values() # --- Validation stats # --- Correlation Coefficient: 0.95 Mean Absolute Difference: 0.22 Root Mean Squared Difference: 0.27 Normalized Root Mean Squared Difference: 0.08 Debiased Root Mean Squared Difference: 0.24 Bias: -0.13 Normalized Bias: -0.04 Scatter Index: 8.05 Model Activity Ratio: 0.95 Mean of Model: 3.02 Mean of Observations: 3.14 Number of Collocated Values: 72
The entire validation dictionary will then be in val_dict and can be used further in the code.