A machine learning project that predicts online shopping purchase intent using a k-nearest neighbor classifier. The model analyzes visitor behavior features like page visits, browsing duration, bounce rates, and user characteristics to predict whether a visitor will make a purchase. Built with scikit-learn.
python data-science machine-learning scikit-learn pandas e-commerce feature-engineering predictive-analytics binary-classification customer-behavior knn-classification purchase-prediction
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Updated
May 4, 2024 - Python