Table 5 The evaluation metrics for predicting (R%) of the used bio-sorbents across varying time intervals.

From: Sustainable methylene blue dye removal via bio-derived micro/micron-sized porous particles Zygophyllum coccineum and Calotropis procera: A machine learning-assisted study

Evaluation Metrics

Micro Zygo Removal%

Micron-sized porous particles-Zygo Removal %

Micro-Cal Removal %

Micron-sized porous particles-Cal Removal%

Mean Squared Error (MSE)

0.0074

0.1407

0.0088

0.0027

Mean Absolute Error (MAE)

0.0707

0.2709

0.0914

0.0513

Root Mean Squared Error (RMSE)

0.0858

0.37515

0.09396

0.0515

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