In another significant parameter-space domain (yellow in Fig. 3a), the initial expansion was followed by a contraction that, although mathematically incomplete, reduced the size of the contact to below 30° arc, or 1/12 of the cell circumference.
Indeed, it is very rare in model (i) to observe an inter-epidemic period of longer than 6 7 years whereas in model (ii) a significant region of parameter space is characterised by periods fn the order of 12 years or more.
However, this results in a significant increase of the parameter space, and as a consequence H-HMMs suffer from the problem of overfitting and require large amounts of data for training [48].
This is what is done for the one-to-many methods because a sufficiently high precision is needed to draw significant dual surfaces in the parameter space.
The DP prior identifies significant local regions of unknown parameter space before proceeding to the posterior analyses.
They also suggest that neuro modulation may provide an efficient means of targeting regions in parameter space with significant effects on response properties.
If a principal axis of the ellipsoid makes a significant angle with the axes in parameter space (i.e., there exists more than one significant entry in the eigenvector), this implies correlation between parameters in θ ^.
In order to build a qualitative understanding of vibro-impact response, an attempt is made to build generic topological models of their phase spaces for physically significant parameter ranges.
For the linear re-parameterization, a set of four directions in the twelve dimensional parameter space, along which a significant change in the output occurs, is identified using singular value decomposition of the parameter covariance matrix.
Plotting solutions determined from k-fault subset into the parameter space, we have clusters representing significant stresses for the dataset.
If 35 trials per point in the parameter space do not result in statistically significant differences between adjacent parameter space samples in the neighborhood of the quality maximum, then additional trials would be required to locate the maximum with a resolution that matches GAST.
