Common metrics and baselines for OCF's energy forecasting work
Project description
ocf-ml-metrics
Collection of simple baseline models and metrics for standardized evaluation of OCF forecasting models.
This package computes a variety of baselines and error metrics including persistence of both last value and last day of generation, comparison to PVLive, and max and zero baselines.
Usage
The easiest way to use this package is to use the
convenience function ocf_ml_metrics.metrics.errors.compute_metrics
that
computes all the basic error metrics overall, with and without night time,
for different parts of the year, different times of day, and all forecast
horizons by default.
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