Meghamalabaipothu·Aug 12KNN Limitations and Evaluation Metrics for Regression & Classification ModelsAuthor: Meghamala Baipothu
Rue·Apr 18Why Cross-Entropy Beats MSE in Classification (And What My Loss Landscapes Taught Me)When I first started learning machine learning, one question kept coming up:
Yogeswari Lakshmiraman·Apr 5Machine Learning Series (Part 22) — How Good Is Your Model?Imagine a group of kids playing uri adithal, a traditional game played during Pongal celebration in South India. In this game, the player…
Carolyn Cordon·Mar 16Lived Experience, Oh Wow Do I Have Some Of That!It may not be the most pretty experience I’ve lived, but that doesn’t lead to important outcomes, does it, the ‘pretty’ and ‘nice’ things…A response icon2A response icon2
Shibanisree·Mar 8Understanding Linear Regression: A Mathematical ExplanationHave you ever wondered how Netflix guesses what movies you’ll likely watch next, or how apps predict house prices? That’s machine learning…
Sai Swetha Tadimarry·Feb 18Comprehensive Guide to Regression Evaluation MetricsIn regression analysis, evaluating how well a model predicts continuous outcomes requires specific metrics. Each metric provides a…
