Computation times

00:06.426 total execution time for auto_examples_preprocessing files:

Feature discretization (plot_discretization_classification.py)

00:02.656

0.0 MB

Importance of Feature Scaling (plot_scaling_importance.py)

00:01.511

0.0 MB

Map data to a normal distribution (plot_map_data_to_normal.py)

00:01.363

0.0 MB

Demonstrating the different strategies of KBinsDiscretizer (plot_discretization_strategies.py)

00:00.507

0.0 MB

Target Encoder’s Internal Cross fitting (plot_target_encoder_cross_val.py)

00:00.250

0.0 MB

Using KBinsDiscretizer to discretize continuous features (plot_discretization.py)

00:00.133

0.0 MB

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

00:00.004

0.0 MB

Comparing Target Encoder with Other Encoders (plot_target_encoder.py)

00:00.002

0.0 MB