Table 4.

Same as Table 2 but for the results of the CNN model predictions.

Convolution LSTM neural network model statistics
Prediction size (forecast)	Train RMSE [°C]	Test RMSE [°C]	Train r2	Test r2	Train F1	Test F1
6 h	1.57	1.57	0.98	0.98	0.95	0.96
12 h	1.83	1.88	0.98	0.98	0.95	0.95
24 h	2.18	2.19	0.97	0.97	0.94	0.95
30 h	2.42	2.66	0.96	0.95	0.94	0.93
36 h	2.57	2.89	0.95	0.95	0.93	0.92
48 h	2.82	3.06	0.95	0.94	0.93	0.93

The CNN model uses two convolution layers and one LSTM layer configuration.