Machine Learning Algorithms for Predicting Energy Consumption in Educational Buildings

Table 6

Real and predicted average consumption for each method.

Real values	GBR test	LSTM test	RF test
5364.07	5511.33	5646.09	5666.75
5902.25	5881.72	5811.137	5822.69
5915.77	5900.722	5871.49	5870.67
5496.93	5491.65	5499.29	5496.55
5512.42	5523.29	5535.02	5535.18
6173.30	6178.63	6366.57	6354.28
6141.73	6296.113	6345.22	6365.09
6302.20	6364.17	6371.89	6389.07
6182.52	6182.480	6234.04	6240.37
6251.62	6171.9	6166.97	6168.348
6251.62	5606.99	5530.53	5527.52
5602,05	5626.398	5637.729	5527.52
5678,72	6769.29	6437.53	5641.79
6842,53	6893.64	6884.76	6417.95
6980,2	6701.16	6606.624	6876.06
6767,83	6695.89	6520.20	6622.32
6568,83	6394.089	6358.6	6506.90
5789,52	5730.96	5596.32934	6355.81