12 steps MAE: 2.6012 steps RMSE: 5.3612 steps MAPE: 6.57
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Traffic Prediction
Traffic Prediction is a task that involves forecasting traffic conditions, such as the volume of vehicles and travel time, in a specific area or along a particular road. This task is important for optimizing transportation systems and reducing traffic congestion.
<span style="color:grey; opacity: 0.6">( Image credit: BaiduTraffic )</span>
논문
12 steps MAE: 2.5212 steps RMSE: 5.2012 steps MAPE: 6.35
12 steps MAE: 2.5912 steps RMSE: 5.2112 steps MAPE: 6.48
MAE @ in: 5.18MAE @ out: 4.79MAPE (%) @ in: 27.14MAPE (%) @ out: 26.17
MAE: 22.96RMSE: 34.8MAPE: 9.87
MAE@1h: 19.62
1 step MAE: 5.863 step MAE: 6.496 step MAE: 6.81
1 step MAE: 6.043 step MAE: 6.856 step MAE: 7.45
MAE@1h: 19.45
12 steps MAE: 2.6812 steps RMSE: 5.3912 steps MAPE: 6.76
12 steps MAE: 2.6612 steps RMSE: 5.3112 steps MAPE: 6.68
1 step MAE: 5.913 step MAE: 6.596 step MAE: 6.89
1 step MAE: 5.943 step MAE: 6.526 step MAE: 6.87
MAE@1h: 19.62
MAE@1h: 19.28
MAE @ in: 5.80MAE @ out: 5.51MAPE (%) @ in: 30.73MAPE (%) @ out: 29.98
MAE @ in: 5.25MAE @ out: 4.94MAPE (%) @ in: 29.26MAPE (%) @ out: 28.02
12 steps MAE: 3.00212 steps RMSE: 6.33112 steps MAPE: 8.01
1 step MAE: 5.813 step MAE: 6.446 step MAE: 6.83
MAE @ in: 5.04MAE @ out: 4.71MAPE (%) @ in: 22.54MAPE (%) @ out: 21.17
1 step MAE: 6.083 step MAE: 6.856 step MAE: 7.46
MAE@1h: 19.14