Results for seq_length = 48:
LSTM_RMSE: 2040825.6296
LSTM_Distribution_Mean: 780676.9556
LSTM_Distribution_Std: 1885606.7303
LSTM_Error_Mean: 780676.9556
LSTM_Error_Std: 1885606.7303
CNN_RMSE: 1596595.7600
CNN_Distribution_Mean: -708133.8103
CNN_Distribution_Std: 1430966.2916
CNN_Error_Mean: -708133.8103
CNN_Error_Std: 1430966.2916
GRU_RMSE: 2027526.5020
GRU_Distribution_Mean: 770323.4420
GRU_Distribution_Std: 1875490.7387
GRU_Error_Mean: 770323.4420
GRU_Error_Std: 1875490.7387
MLP_Ensemble_RMSE: 2002029.7440
MLP_Ensemble_Distribution_Mean: 705627.4091
MLP_Ensemble_Distribution_Std: 1873556.2590
MLP_Ensemble_Error_Mean: 770323.4420
MLP_Ensemble_Error_Std: 1875490.7387
스케일링 하고 안풀었음
에폭1000으로 했음..
Results for seq_length = 48:
LSTM_RMSE: 0.7392
LSTM_Distribution_Mean: -0.3096
LSTM_Distribution_Std: 0.6712
LSTM_Error_Mean: -0.3096
LSTM_Error_Std: 0.6712
CNN_RMSE: 0.7499
CNN_Distribution_Mean: -0.3709
CNN_Distribution_Std: 0.6517
CNN_Error_Mean: -0.3709
CNN_Error_Std: 0.6517
GRU_RMSE: 1.0075
GRU_Distribution_Mean: 0.0229
GRU_Distribution_Std: 1.0072
GRU_Error_Mean: 0.0229
GRU_Error_Std: 1.0072
MLP_Ensemble_RMSE: 0.5600
MLP_Ensemble_Distribution_Mean: 0.0224
MLP_Ensemble_Distribution_Std: 0.5595
MLP_Ensemble_Error_Mean: 0.0229
MLP_Ensemble_Error_Std: 1.0072
