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. 2024 Jun 27;14(29):20466–20478. doi: 10.1039/d4ra03265a

The performance of machine learning approach on the CuSO4 experiment of test dataset.

Normalization approach Metrics
R 2 Root mean squared error
Raw 0.9716 ± 0.0023 0.0965 ± 0.0039
Delta 0.9724 ± 0.0026 0.0950 ± 0.0054
Ratio 0.9744 ± 0.0031 0.0915 ± 0.0048