Survival concordance - CyrilB1531/lodestar GitHub Wiki

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Concordance

Harrell's concordance index on any predicted scores: lifelines' utils.concordance_index.

public static class Concordance

Example — scores that order four of five pairs correctly.

using Lodestar.Survival;

double c = Concordance.Index([1, 2, 3, 4, 5], [2, 1, 3, 5, 4]);   // => 0.8

Remarks — the index CoxSummary reports for its own fit, opened to any score: a survival model's prediction, a risk score negated, a biomarker. Reference behaviour is lifelines.utils.concordance_index 0.30.3.

Applies to — net10.0, netstandard2.0.

See also — the estimators index, CoxSummary.

Members

Member What it does
Concordance.Index The share of comparable pairs the scores order correctly.