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Table 1 Fivefold design developed for ML models

From: Machine learning model for the optimization and kinetics of petroleum industry effluent treatment using aluminum sulfate

Type

Output shape

Parameter numbers

Dense

(None, 3)

12

Dense

(None, 64)

256

Dense

(None, 128)

8320

Dense

(None, 64)

8256

Dense

(None, 1)

65