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Datasets/PeMSD7

PeMSD7

Time series

PeMSD7 is traffic data in District 7 of California consisting of the traffic speed of 228 sensors while the period is from May to June in 2012 (only weekdays) with a time interval of 5 minutes. This dataset is popular for benchmark the traffic forecasting models.

Benchmarks

Time Series Analysis/9 steps MAETime Series Forecasting/9 steps MAETraffic Prediction/12 steps MAETraffic Prediction/12 steps MAPETraffic Prediction/12 steps RMSE

Related Benchmarks

PeMSD7 (10 days' training data, 15min)/Traffic Prediction/MAEPeMSD7 (10 days' training data, 15min)/Traffic Prediction/MAPEPeMSD7 (10 days' training data, 15min)/Traffic Prediction/RMSEPeMSD7 (10 days' training data, 30min)/Traffic Prediction/MAEPeMSD7 (10 days' training data, 30min)/Traffic Prediction/MAPEPeMSD7 (10 days' training data, 30min)/Traffic Prediction/RMSEPeMSD7 (10 days' training data, 60min)/Traffic Prediction/MAEPeMSD7 (10 days' training data, 60min)/Traffic Prediction/MAPEPeMSD7 (10 days' training data, 60min)/Traffic Prediction/RMSEPeMSD7(L)/Traffic Prediction/12 steps MAEPeMSD7(L)/Traffic Prediction/12 steps MAPEPeMSD7(L)/Traffic Prediction/12 steps RMSEPeMSD7(M)/Traffic Prediction/12 steps MAEPeMSD7(M)/Traffic Prediction/12 steps MAPEPeMSD7(M)/Traffic Prediction/12 steps RMSE

Statistics

Papers
26
Benchmarks
5

Links

Tasks

Correlated Time Series ForecastingMultivariate Time Series ForecastingTime Series AnalysisTime Series ForecastingTraffic Prediction