create_decision_curve()

Creates a Decision Curve.

Usage

Source

create_decision_curve(
    probs,
    reals,
    decision_type="conventional",
    min_p_threshold=0,
    max_p_threshold=1,
    by=0.01,
    stratified_by=["probability_threshold"],
    size=600,
    color_values=["#1b9e77", "#d95f02", "#7570b3", "#e7298a", "#07004D", "#E6AB02", "#FE5F55", "#54494B", "#006E90", "#BC96E6", "#52050A", "#1F271B", "#BE7C4D", "#63768D", "#08A045", "#320A28", "#82FF9E", "#2176FF", "#D1603D", "#585123"],
    renderer="plotly"
)

renderer="plotly" preserves the historical default. For static conventional Decision Curves and static Interventions Avoided curves, "browser" and "rtichoke_viz" return a canonical RtichokeBrowserChart built from already-computed production values.