Computation times

00:03.300 total execution time for auto_examples_preprocessing files:

Feature discretization (plot_discretization_classification.py)

00:01.432

0.0 MB

Map data to a normal distribution (plot_map_data_to_normal.py)

00:00.692

0.0 MB

Importance of Feature Scaling (plot_scaling_importance.py)

00:00.691

0.0 MB

Demonstrating the different strategies of KBinsDiscretizer (plot_discretization_strategies.py)

00:00.262

0.0 MB

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

00:00.150

0.0 MB

Using KBinsDiscretizer to discretize continuous features (plot_discretization.py)

00:00.071

0.0 MB

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

00:00.002

0.0 MB

Comparing Target Encoder with Other Encoders (plot_target_encoder.py)

00:00.001

0.0 MB