leakr_quick_import

Minimal quick import for typical user workflows. Uses leakr_import internally.

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

leakr_quick_import function

<dl><dt>source</dt>
<dd>File path or data.frame</dd>
<dt>...</dt>
<dd>TODO: Add description</dd></dl>

Arguments

Fast import with default preprocessing — leakr_quick_import

<dl>

<dt>source</dt>
<dd>File path or data.frame</dd>


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

</dl>

leakr_quick_import: Fast import with default preprocessing

Description

Usage

Value

Arguments