shap.datasets.corrgroups60

shap.datasets.corrgroups60(n_points=1000)

Correlated Groups 60

A simulated dataset with tight correlations among distinct groups of features.

Parameters:

n_pointsint, optional

Number of data points to generate. Default is 1,000.

Returns:

Tuple of pandas DataFrame containing the features and a numpy array representing the target.

Examples

data, target = shap.datasets.corrgroups60()