A Hyperparameter Optimization Algorithm for the LSTM Temperature Prediction Model in Data Center

Table 1

Part of the optimal value perturbation results.

	Unit	Batch_Size	Dropout	RSME	Update (%)
Predictive	190	4	0	13.72	49.1
Disturb	180	4	0	7.21
	200	4	0	6.96
	190	2	0	11.15
	190	8	0	13.23
	190	4	0.05	12.61
Predictive	200	16	0	7.46	8.85
Disturb	190	16	0	6.80
	200	8	0	12.48
	200	32	0	12.17
	200	16	0.05	10.76
	200	16	0.05	10.76