undersampling

Model Perspective

Mar 19, 2023 · Artificial Intelligence

Master Data Sampling Techniques in Python for Machine Learning

This article explains common data sampling methods—random, stratified, oversampling, undersampling, and adaptive sampling—and provides Python code examples using scikit-learn and imbalanced-learn to implement each technique on the Iris dataset and synthetic data.