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The Langmuir model gave higher correlation coefficients (R 2) than the Freundlich model (Fig. 3b).

The InterVA-4 model gave higher HIV-attributable mortality among the females compared to the males.

The DRDO-NB model gave higher sensitivity but lower precision values than the DRDO model did.

As expected, the random-effects model gave higher EVPI estimates given the additional between-study heterogeneity that is included.

Figure 1a shows that, where a choice of models could be applied, the spoke model gave higher accuracy in identifying known yeast complexes from MIPS [ 20].

The histograms show that predicted values were lower overall for the Landmark approach (rarely exceeding 20%) whereas both predictions from the joint model gave higher risks.

Stover Kincannon model and Grau second-order model gave high correlation coefficients, which were 99.7% and 99.4%, respectively.

The model gave high correlation coefficients of 0.97 and 0.84 for the training set and the test set, respectively, showing its good predictive ability for biological activity.

The pseudo-second-order kinetic model was applied by plotting t/q t versus t, and this model gave high values of regression correlation coefficient as seen in Figure 8.

As Stover Kincannon model and second-order model gave high correlation coefficients (97.9% and 98.6%, respectively), these models may be used in predicting the behavior or design of the anammox filter.

The neural networks based model gave high prediction accuracy and the results demonstrated that the use of neural networks in assessing the compressive strength and crushing strain of FRP-confined concrete is both practical and beneficial.