Computation times

00:52.749 total execution time for auto_examples_preprocessing files:

Feature discretization (plot_discretization_classification.py)

00:46.503

0.0 MB

Map data to a normal distribution (plot_map_data_to_normal.py)

00:03.469

0.0 MB

Demonstrating the different strategies of KBinsDiscretizer (plot_discretization_strategies.py)

00:01.623

0.0 MB

Importance of Feature Scaling (plot_scaling_importance.py)

00:00.498

0.0 MB

Using KBinsDiscretizer to discretize continuous features (plot_discretization.py)

00:00.357

0.0 MB

Using FunctionTransformer to select columns (plot_function_transformer.py)

00:00.285

0.0 MB

Compare the effect of different scalers on data with outliers (plot_all_scaling.py)

00:00.013

0.0 MB