Computation times

00:37.758 total execution time for auto_examples_preprocessing files:

Feature discretization (plot_discretization_classification.py)

00:33.961

0.0 MB

Map data to a normal distribution (plot_map_data_to_normal.py)

00:02.205

0.0 MB

Demonstrating the different strategies of KBinsDiscretizer (plot_discretization_strategies.py)

00:00.909

0.0 MB

Importance of Feature Scaling (plot_scaling_importance.py)

00:00.281

0.0 MB

Using KBinsDiscretizer to discretize continuous features (plot_discretization.py)

00:00.225

0.0 MB

Using FunctionTransformer to select columns (plot_function_transformer.py)

00:00.170

0.0 MB

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

00:00.007

0.0 MB