pyobsmod.Dataset.describe_dataset

Dataset.describe_dataset() → Series

Compute the bias, rmse, nrmse, and r2.

Returns:

stats – A pandas series containing the bias, rmse, nrmse, and r2.

Return type:

pandas.Series

Examples

from pyobsmod import load_dataset_example

ds = load_dataset_example()
print(ds.describe_dataset())

bias     0.004461
rmse     0.189830
nrmse    0.095968
r2       0.844887
dtype: float64