"Smart Bin Insights: Data Set for Unveiling Waste Management Trends"

This paper introduces the "Smart Bin Waste Prediction" system, which forecasts trash bin fill levels. By harnessing sensor data and historical trends, the system employs advanced machine learning techniques to enhance waste collection schedules. A comprehensive comparison of regression and classification algorithms is undertaken to attain optimal outcome本文介绍了「智能垃圾桶负载预测」（Smart Bin Waste Prediction）系统，该系统可预测垃圾桶的填充满溢程度。本系统借助传感器数据与历史趋势数据，采用先进的机器学习技术优化垃圾收运排班方案。为获取最优预测效果，本研究对回归算法与分类算法开展了全面对比分析。