The results show that it is effective and leads to a more consistent model with better generalization ability when compared to existing ones.
In this work, the rate rules, that determine the rates for reaction classes are calibrated instead of the rates of single elementary reactions leading to a chemically more consistent model optimization.
At the same time, we tested the combination of ovariectomy and corticosteroid treatment to assess whether a more consistent model of osteoporosis could be established in this way.
A more consistent model that considers pseudo-energy guided free energy modifications in all loop types was introduced by Zarringhalam et al. (2012).
Moreover, the variance of the validation data set is almost equal to that of the calibration data set, denoting a more consistent model, with higher predictive power than the PLS one.
In all, it appears that Model A (Cox model) performs more consistent than Model B (regression tree).
Therefore, our results are more consistent with models requiring gradual uplift of the central Andean Plateau.
These results are more consistent with models that assume a gradual change between nonconscious and conscious perception during the attentional blink.
We fit these normalized migrational fluxes to both a power-law and exponential fit (blue and red lines) and obverse that the power-law distribution is much more consistent for modeling our data (which is also confirmed by comparing mean absolute percent error values reported on the plot).
After the analysis and discussion are carried out for some existing one-fluid cavitation models, such as Vacuum model, Cut-off model and Schmidt's model, a mathematically more consistent one-fluid model is then developed to study the creation, evolution and collapse of such unsteady cavitation by assuming that the cavitating flow is a homogeneous mixture of isentropic gas and liquid components.
Additional file 1: Table S1 is showing the values of different parameters for Langmuir and Freundlich isotherm models, higher values of regression coefficient for Langmuir isotherm model indicated that our data was more consistent with Langmuir model than Freundlich model.
