register_detector

Register a new data leakage detector function

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

register_detector function

<dl><dt>name</dt>
<dd>Name of the detector</dd>
<dt>fun</dt>
<dd>TODO: Add description</dd>
<dt>description</dt>
<dd>TODO: Add description</dd></dl>

Arguments

Register a new detector — register_detector

<dl>

<dt>name</dt>
<dd>Name of the detector</dd>


<dt>fun</dt>
<dd>TODO: Add description</dd>


<dt>description</dt>
<dd>TODO: Add description</dd>

</dl>

register_detector: Register a new detector

Description

Usage

Value

Arguments