nwm_eval.calc_metrics.calc_nwm_eval_metrics

nwm_eval.calc_metrics.calc_nwm_eval_metrics(pairs, metrics, threshold_categorical={'type': 'quantile', 'value': 0.9}, threshold_event={'type': 'quantile', 'value': 0.9})

Calculate nwm.eval metrics for a given dataframe of paired data.

Return type:

DataFrame

Parameters:

• pairs – Path to the parquet file containing paired data.

• metrics – List of metric names to calculate.

• threshold_categorical – Threshold for categorical metrics.

• threshold_event – Threshold for event-based metrics.

Returns:

A DataFrame containing the calculated metrics for each location and lead group.