Error analysis and bias quantification for model evaluation.
Fraction of predictions within a factor of two. This is a robust metric common in air quality modeling.
from monet_stats import FAC2
fac2_score = FAC2(obs, mod)
Root Mean Square Logarithmic Error. Useful for variables spanning several orders of magnitude.
from monet_stats import RMSLE
rmsle_score = RMSLE(obs, mod)
::: monet_stats.error_metrics