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. 2022 Aug 30;2022:8434966. doi: 10.1155/2022/8434966

Table 3.

Performance evaluation of regression model.

Attributes RMSE
SVM MLP
Pump 0.0615 0.0074
Fan 0.0042 0.0020
Light 0.0256 0.0132