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The quadratic model obtained fits well to predict the response with a high determination coefficient of R2 (0.995).
The predicted results by the SVR models agree well with those obtained by the co-simulation method with a high determination coefficient greater than 0.91.
However, the monthly TMPA data have a much better linear relationship with the gauge rainfall data with a high determination coefficient (R2) of 0.96.
An excellent correspondence of distance measurement was found between the two sensors with a standard error (SE) of 0·0033 m and with a high determination coefficient R2 of 0·93.
The best architecture of BPNN was a network consisting of 1 hidden layer with 15 neurons, which predicted the output values with a high determination coefficient (R2) value of 0.9843.
The regression plot between the actual removal of dye from the experimental tests and the predicted results obtained using the model equations show good agreement with a high determination coefficient (R 2 > 0.9) (Fig. 8).
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Both for the dynamic rheological moduli as for the gel strength, Scheffé second order polynomials with a very high determination coefficient have been obtained.
All the regression models yielded a good fit with high determination coefficient and F value.
A mathematical model with high determination coefficient (R2 = 0.9825) was developed and showed good consistency between the experimental values (149.26%) and predicted values (148.87%), which indicated the suitability of the developed model.
Positive linear relationships between Vp and γd with significantly high determination coefficients were obtained for the jet-grout columns in silt and sand.
The NMR results showed that it was possible to determine both internal shell cavity volume and dry flesh weight in less than one minute with very high determination R2 coefficients (0.95 and 0.94, respectively).
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com