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Magnitudes of runoff and soil loss or sedimentation rates in those environments are better not assessed by conventional modelling techniques, which tend to average out event magnitude and recurrence variability in time and space.
We hypothesized that modern, more flexible techniques are more "data hungry" [ 17] than more conventional modelling techniques, such as regression analysis.
We hypothesized that alternative modelling techniques might deliver better results in terms of applicability and performance than modelling based on conventional modelling techniques such as logistic regression techniques.
Modern modelling techniques, such as SVM, NN and RF, needed far more events per variable to achieve a stable validated AUC and an optimism <0.01 than the more conventional modelling techniques, such as LR and CART.
A priori, it is not fully predictable whether an alternative modelling technique will perform better than conventional modelling techniques.
As most oilfields follow a sedimentary microfacies plan, conventional modelling does not describe the conformation sufficiently.
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Although conventional models can incorporate these, ABMs may be better tailored to modelling specific sectors.
All these findings suggest that conventional models leave something out.
We consider the conventional model of political parties obsolete.
The second problem with the conventional model was the gaps.
They also use a more conventional model for exports.
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