Computation timesΒΆ
01:10.691 total execution time for auto_examples_preprocessing files:
00:42.093: Feature discretization (
plot_discretization_classification.py
)00:21.627: Compare the effect of different scalers on data with outliers (
plot_all_scaling.py
)00:03.817: Map data to a normal distribution (
plot_map_data_to_normal.py
)00:01.599: Demonstrating the different strategies of KBinsDiscretizer (
plot_discretization_strategies.py
)00:00.596: Importance of Feature Scaling (
plot_scaling_importance.py
)00:00.487: Using KBinsDiscretizer to discretize continuous features (
plot_discretization.py
)00:00.471: Using FunctionTransformer to select columns (
plot_function_transformer.py
)