five

ForeSight

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arXiv2025-09-30 收录
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https://github.com/ChathurangiShyalika/SmartPilot
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资源简介:
该数据集被命名为ForeSight,它被应用于火箭组装和维吉米特生产两个不同领域的生产预测,有效地捕捉到了时间序列的模式。在与其他模型如LSTM的比较中,该数据集展现出了较低的平均绝对误差(MAE)和均方根误差(RMSE),平均提高了21.51%,其任务是对生产进行预测。

This dataset is named ForeSight. It is utilized for production forecasting across two distinct industrial domains: rocket assembly and Vigemite production, effectively capturing inherent patterns in time series data. When benchmarked against baseline models such as LSTM, this dataset yields lower Mean Absolute Error (MAE) and Root Mean Squared Error (RMSE), with an average performance improvement of 21.51%. The core task supported by this dataset is production forecasting.
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