dabl.plot.plot_regression_continuous

dabl.plot.plot_regression_continuous(X, target_col, types=None, scatter_alpha='auto', scatter_size='auto', drop_outliers=True, **kwargs)

Plots for continuous features in regression.

Creates plots of all the continuous features vs the target. Relevant features are determined using F statistics.

Parameters

Xdataframe

Input data including features and target.

target_colstr or int

Identifier of the target column in X.

typesdataframe of types, optional

Output of detect_types on X. Can be used to avoid recomputing the types.

scatter_alphafloat, default=’auto’

Alpha values for scatter plots. ‘auto’ is dirty hacks.

scatter_sizefloat, default=’auto’

Marker size for scatter plots. ‘auto’ is dirty hacks.

drop_outliersbool, default=True

Whether to drop outliers when plotting.