Sentence examples for multiple free parameters from inspiring English sources
Finally, we underscore the importance of novel approaches for high-resolution blood-flow imaging, in the context of the need to gather information at fine spatial detail about the blood-flow response, necessary to constrain the multiple free parameters of hemodynamic response models.
Over fitting can be caused by fitting an arbitrary mathematical function with multiple free parameters to a dataset.
Although the model consists of multiple free parameters, different features of the HS-induced traces are constrained by different parameters in the model and vice versa.
The data fitting procedures with multiple free parameters and correction terms generally do not allow assigning a unique result for a mixture of diffusing populations or anomalous diffusion modes without making significant model assumptions [37,38].
Multiple linear regression on 168 loop free energies gives the free-energy parameters listed in Table 3, with an R = 0.87 and standard deviation of 0.55 kcal/mol, which averages less than 0.07 kcal/mol for each nucleotide contributing to Δ G°predicted at 37 °C.
The number of free parameters can only be an integer multiple of D2, which restricts its flexibility.
Table 3. Models with three free parameters.
Then, in the second stage, multiple SVMs, also called SVM experts, that best fit partitioned regions are constructed by finding the most appropriate kernel function and the optimal free parameters of SVMs.
Moreover, contrary to SVM, in its basic form it has no free parameters, however, at the cost of being a non-convex optimization problem which results in the existence of local optima and the possible need for multiple initializations.
The model has four free parameters (Eqs.
