CNN-LSTM模型结果也不比其他模型有优势啊！下面是用示例的数据跑出来的结果

bobbychovip / TrafficFlowPrediction

LCTFP: A freeway traffic flow prediction model based on CNN and LSTM

82 stars 17 forks source link

CNN-LSTM模型结果也不比其他模型有优势啊！下面是用示例的数据跑出来的结果 #2

Open monkcage opened 5 years ago

monkcage commented 5 years ago

Test score: [0.0033576900771773513, 0.040304677094934176, -0.991403818172736] Save model to disk LSTM MAE:27.375218 LSTM RMSE:39.147602 SAE MAE:27.989336 SAE RMSE:39.367166 CNN_LSTM_Final MAE:27.836119 CNN_LSTM_Final RMSE:40.126448

LBJCP commented 5 years ago

您好，我跑出来的结果和您的差不多，数据欠拟合比较严重，我尝试了调整参数，但是仍然效果不佳，不知道您是否也尝试过调整参数或者使用其他好的方法使得预测结果刚加准确？