detect_file_format

Detect file format from extension and content

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

detect_file_format function

<dl><dt>file_path</dt>
<dd>Path to the file</dd>
<dt>verbose</dt>
<dd>Whether to show detection messages</dd></dl>

Arguments

Detect file format from extension and content — detect_file_format

<dl>

<dt>file_path</dt>
<dd>Path to the file</dd>


<dt>verbose</dt>
<dd>Whether to show detection messages</dd>

</dl>

detect_file_format: Detect file format from extension and content

Description

Usage

Value

Arguments