Tag: Model Audit

Over-reliance on auto ML without review

Posted on April 16, 2025April 16, 2025 by Zubair Shaik

Over-Reliance on AutoML Without Review: A Comprehensive Analysis Introduction In recent years, Automated Machine Learning (AutoML) has emerged as a transformative tool, democratizing access to machine learning by enabling individuals….

Data Science

Model Interpretability Techniques

Posted on March 10, 2025March 10, 2025 by Zubair Shaik

Model Interpretability Techniques in Machine Learning 1. Introduction to Model Interpretability Machine learning models are often considered “black boxes”, meaning it’s difficult to understand how they make predictions. However, in….