Computation timesΒΆ

04:59.843 total execution time for auto_examples_preprocessing files:

Feature discretization (plot_discretization_classification.py) 04:24.903 0.0 MB
Map data to a normal distribution (plot_map_data_to_normal.py) 00:19.977 0.0 MB
Demonstrating the different strategies of KBinsDiscretizer (plot_discretization_strategies.py) 00:09.331 0.0 MB
Importance of Feature Scaling (plot_scaling_importance.py) 00:02.184 0.0 MB
Using KBinsDiscretizer to discretize continuous features (plot_discretization.py) 00:01.899 0.0 MB
Using FunctionTransformer to select columns (plot_function_transformer.py) 00:01.503 0.0 MB
Compare the effect of different scalers on data with outliers (plot_all_scaling.py) 00:00.045 0.0 MB