ClassHistogram

class interpret.data.ClassHistogram(feature_names=None, feature_types=None)

Provides histogram visualizations for classification problems.

Initializes class.

Parameters:

• feature_names – List of feature names.

• feature_types – List of feature types.

explain_data(X, y, name=None)

Generates data explanations (exploratory data analysis)

Parameters:

• X – Numpy array for X to explain.

• y – Numpy vector for y to explain.

• name – User-defined explanation name.

Returns:

An explanation object.