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All five models exhibited excellent prediction performances.
The CoMFA and CoMSIA models exhibited excellent r2ncv values of 0.974 and 0.985, and r2cv values of 0.671 and 0.693, respectively.
All models exhibited excellent discriminatory power but calibration was poor.
The mortality models exhibited excellent discrimination (C statistic = 0.93) and acceptable calibration (HL statistic 63), given the large size of the data set and the HL statistic's well known sensitivity to sample size [ 35].
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The ANN model exhibited excellent comparison with the experimental results.
The modified quadratic model exhibited excellent stability for Pb II) adsorption by goethite/chitosan nanocomposite.
The expanded SAPS II model exhibited excellent calibration, with Hosmer Lemeshow test P values of 0.81 on the validation set and 0.28 in the internal validation procedure.
The resulting model exhibited excellent stereochemistry and small root-mean-square deviations from ideal values for bond lengths and bond angles; 0.1% of the residues are in disallowed regions of the Ramachandran plot.
Upon intradiscal injection in a canine model, the hydrogel exhibited excellent biocompatibility based on histological evaluation of the treated IVDs.
A plot of experimental responses versus peak responses predicted by ANN-GA for training and verification of the optimum architecture, which exhibited excellent model fitting (r = 0.97, n = 10) is presented in Fig. 3.
The resulting model from CoMFA and CoMSIA exhibited excellent r2ncv values of 0.999 and 0.998, and r2cv values of 0.781 and 0.641, respectively.
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