generate_diagnostic_plots

Generate diagnostic plots for a leakr_report

internal

Provides utilities to detect common data leakage patterns including train/test
contamination, temporal leakage, and data duplication, enhancing model reliability and
reproducibility in machine learning workflows. Generates diagnostic reports and visual
summaries to support data validation. Methods based on best practices from Hastie,
Tibshirani, and Friedman (2009, ISBN:978-0387848570).

Cheryl Isabella

leakr

Data Leakage Detection Tools for Machine Learning

generate_diagnostic_plots function

<dl><dt>report</dt>
<dd>TODO: Document
Generate diagnostic plots for a leakr_report</dd></dl>

Arguments

Generate diagnostic plots for a leakr_report — generate_diagnostic_plots

<dl>

<dt>report</dt>
<dd>TODO: Document
Generate diagnostic plots for a leakr_report</dd>

</dl>

generate_diagnostic_plots: Generate diagnostic plots for a leakr_report

Description

Usage

Value

Arguments