Table 2 Overview of the experimental setting
From: Predicting future global temperature and greenhouse gas emissions via LSTM model
Setting | NOAA model | NASA Model |
|---|---|---|
LSTM units | 512 | 1024 |
Dense units | 5 | 3 |
LSTM activation | tanh | tanh |
Dens activation | linear | Linear |
Loss function | MSE | MSE |
Optimizer | Adam | Adam |
Learning rate | 0.01 | 0.01 |
Batch size | 64 | 32 |
Epochs number | 25 | 25 |