Kazeya27
commented
9 months ago { "batch_size": 32, "train_rate": 0.6, "eval_rate": 0.2, "input_window": 12, "output_window": 12, "add_time_in_day": false, "add_day_in_week": false,
"max_epoch": 200, "learner": "adam", "learning_rate": 0.01, "lr_epsilon": 1e-8, "weight_decay": 1e-2,
"lr_decay": true, "lr_scheduler": "steplr", "step_size": 50, "lr_decay_ratio": 0.5,
"sigma1": 0.1, "sigma2": 10, "thres1": 0.6, "thres2": 0.5
"evaluator_mode": "average", } loss: huber_loss
数据集：PEMSD7(M) 论文结果： RMSE: 5.66 MAE: 2.97 MAPE: 7.36
libcity结果： RMSE: 5.76 MAE: 2.99 MAPE: 0.0780
MAE:2.99 MAPE:0.078 RMSE:5.76