HUM AI SU Sumathy T From Linear Regression to Regularization: Understanding Model Behavior Beyond Metrics Machine learning is often reduced to a competition of metrics — higher accuracy, better R², lower error. But real understanding begins when…
HUM AI RO Roshmita Dey Post-Training Validation: Cross-Validation vs Bootstrapping How to evaluate models reliably when data is limited, noisy, or expensive
LIF AI BI Biman Chakraborty Classification of Wines (Red or White) using Tree Based Methods We have used this data set earlier in the story Classification of Red and White Wines using Logistic Regression and LDA.
