summary.LeakTune: Summarize a nested tuning result

In bioLeak: Leakage-Safe Modeling and Auditing for Genomic and Clinical Data

Summarize a nested tuning result

Description

Prints a concise report for a 'LeakTune' object produced by [tune_resample()]. The report highlights the tuning strategy, selection metric, and cross-validated performance across outer folds, plus a glimpse of the selected hyperparameters.

Usage

## S3 method for class 'LeakTune'
summary(object, digits = 3, ...)

Arguments

object	A [LeakTune] object returned by [tune_resample()].
digits	Integer scalar. Number of decimal places to print in numeric summary tables. Defaults to 3.
...	Unused. Included for S3 method compatibility.

Value

Invisibly returns 'object$metric_summary', the data frame of per-learner metric means and standard deviations computed across outer folds.

bioLeak documentation built on March 6, 2026, 1:06 a.m.