qolmat.benchmark.metrics.mean_absolute_percentage_error

qolmat.benchmark.metrics.mean_absolute_percentage_error(df1: DataFrame, df2: DataFrame, df_mask: DataFrame) Series[source]

Compute the mean absolute percentage error between two dataframes.

Parameters
df1pd.DataFrame

True dataframe

df2pd.DataFrame

Predicted dataframe

df_maskpd.DataFrame

Elements of the dataframes to compute on

Returns
pd.Series