qumphy.data.utils module

File: qumphy/data/utils.py Project: 22HLT01 QUMPHY Contact: nando.hegemann@ptb.de Gitlab: https://gitlab.com/qumphy Description: Loading functions for various datasets.

qumphy.data.utils.calculate_regression_baseline(dataset, median, mean)

Calculate regression baseline metrics using the median and mean of the dataset.

Return type:

tuple[float, float, float, float]

Parameters:

• dataset (Class) – Dataset object.

• median (np.ndarray | float) – Median of the dataset.

• mean (np.ndarray | float) – Mean of the dataset.

Returns:

Baseline metrics.

Return type:

tuple[float, float, float, float]