modlyn.eval.CompareScores

class modlyn.eval.CompareScores(dataframes, n_top_values=None)

Bases: object

Class for comparing feature importance methods using Jaccard index.

Methods

compute_jaccard_comparison()

Compute Jaccard comparison for n methods across different n_top values.

plot_jaccard_comparison()

Plot Jaccard indices as grouped bar plot.

plot_heatmaps()

Plot heatmaps for all methods side by side.