Visualize the trade-offs between performance, stability, and parsimony.
Shows all candidates with the selected/Pareto-optimal highlighted.
Usage
plot_signature_tradeoffs(
selection_result,
x_var = "stability",
y_var = "mean_metric",
color_var = "mean_k"
)
Arguments
- selection_result
Result from select_best_signature()
- x_var
Variable for x-axis: "mean_metric", "stability", or "mean_k"
- y_var
Variable for y-axis: "mean_metric", "stability", or "mean_k"
- color_var
Variable for color: "mean_metric", "stability", "mean_k", or "selected"