stable_cart.pareto_front¶

stable_cart.pareto_front(points, *, instability_key='instability')[source]¶

Keep the configurations no other configuration beats on both axes.

Parameters¶

points: Dicts carrying score (higher is better) and instability (lower is better).
instability_key: Key containing the quantity to minimize.

Returns¶

list[dict]: The non-dominated subset, ordered by accuracy descending.

Parameters:

points (list[dict])
instability_key (str)

Return type: