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My AI Was Great at Sorting Complaints... Until “Overflowing” Showed Up

My classifier could recognize “full bin.” Then I wondered: what if a user writes “the waste container is overflowing”? Same problem. Very different words. Awkward. When I first built my Waste Complaint Classifier, I used TF-IDF with Logistic Regression. The goal was simple: a resident submits a was…

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  1. 2026-09-30 14:52 · DEV Community — Machine Learning
    My AI Was Great at Sorting Complaints... Until “Overflowing” Showed Up

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