module visualization.feature_selection_scatter

Feature Selection Scatter Plot.

This function returns a special scatter plot that illustrates the selected features over time of one online feature selection method.

Copyright (C) 2022 Johannes Haug.


function feature_selection_scatter

feature_selection_scatter(
    selected_features: List[list],
    fig_size: tuple = (13, 5),
    font_size: int = 16
) → Axes

Returns a scatter plot that illustrates the selected features over time for the specified models.

Args:

  • selected_features: A list of lists, where each list corresponds to the selected feature vector at one time step.
  • fig_size: The figure size (length x height)
  • font_size: The font size of the axis labels.

Returns:

  • Axes: The Axes object containing the plot.

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