A random optimization (Monte Carlo search) of the models yields relative differences between measurements and model systems that are at least three times higher than the difference between the measurements and uncoupled cubic approximation splines.
Both HMM/DNN and BN-HMM/GMM acoustic models yield relative improvement on MP-FR evaluation data up to about 6 % WERs, when another source of in-language data was used during training.
Generalized additive model yields to relative risks and 95% confidence interval (CI) estimates were also carried out.
The use of the model yields the relative hazard for each patient, which serves as the linear predictor for survival endpoints and further division of the patients into good and poor prognosis groups based on the linear predictor.
The power model yielded a relative risk (RR) function RR x) = (1 + 0.17x 0.326 for TCDD (in microgram/kilogram blood fat x years --only a slightlyears --only than a linear RR function--and RR(x) = (1 + 0.023x)0.795 for TEQ.
Results indicated that the variable indicator-based SVR model yielded superior predictability relative to full-spectrum PLSR model for all soil parameters.
Including the resulting correlation [ψ gℓ=ψ gℓ(Regℓ,Weℓ,Frℓ,Stℓ,Gaℓ,Gag,Xℓ,Sb)] in the film model yielded mean absolute relative errors of 18.1% for the total pressure drop and 18.5% for the liquid holdup.
Further reductions in the number of 1D model segments of the 55-artery model by lumping aortic segments and arteries that branch off the aorta into 0D models, starting from the iliac bifurcation, yields relative errors in aortic pressure <5% (Fig. 4).
When the models contained a linear confounder Z, the two models yielded comparable relative biases (Table 1, Figures 1A and B) except for a few scenarios in which the biases from the log-binomial models were slightly larger than those of the robust Poisson models.
Model-based adjustment of this effect yields relative risks of 4.2 and 3.6 for African American female and male births, respectively.
