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. 2023 Oct 2;9(10):e20484. doi: 10.1016/j.heliyon.2023.e20484

Table 14.

Prediction performance of MLR model.

Subject 1 2 3 4 5 6 7 8 9 10
True score −1.67 −1.09 −0.65 −0.45 −0.01 1.429 1.664 2.306 2.93 3.439
Predicted score −1.71 −1.24 −0.77 −0.51 −0.03 1.387 1.625 2.415 3.079 3.538

The results of the t-test showed that there was no significant difference between the true and predicted scores, with sig. = 0.99 > 0.5. Furthermore, the coefficient of determination R2 for the prediction sample was 0.997, indicating that the MLR model was of superior goodness of fit and high accuracy for prediction.