Data Leakage

Resources

Our plugin is based off of leakage analysis code off of github by malusamayo. The link to the github with the source code and the data leakage paper is here: Leakage-Analysis

More Information on Types of Leakage

Multi-Test Leakage
Overlap Leakage
Preprocessing Leakage

Getting Started With Docker

Installing Docker

Installing Docker Desktop for Windows 11

Installing Docker and Data Leakage Plugin Demonstration Windows

Installing Docker and Data Leakage Plugin Demonstration

Building the Plugin and Installing Plugin Into PyCharm

Installing Leakage Analysis Plugin for Windows 11

Data Leakage Tool Demo