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aptx1231 avatar aptx1231 commented on August 25, 2024

模型的Loss是huber-loss,可以看json文件的设置:set_loss: huber。所以会比MAE大一些。

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zhaozhihua97 avatar zhaozhihua97 commented on August 25, 2024

另,您没有在METR-LA上进行实验的原因是什么?两个数据的数据形式是相似的。

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aptx1231 avatar aptx1231 commented on August 25, 2024

因为METR-LA是速度数据集,文章主要做的flow prediction。遵照过去的研究都是在PEMS-3-4-7-8等去做的。
你可以从https://github.com/LibCity/Bigscity-LibCity-Datasets 这里下载处理好的METR-LA数据集,放在raw-data目录就能跑了。

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zhaozhihua97 avatar zhaozhihua97 commented on August 25, 2024

冒昧问一下,您是否在metr-la做过摸底实验,指标表现如何。

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aptx1231 avatar aptx1231 commented on August 25, 2024

冒昧问一下,您是否在metr-la做过摸底实验,指标表现如何。

没做过这个,你可以试一下,用libcity的数据直接就能跑

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