The search range and extracted optimal values for these involved parameters are reported in Table 4.
The result indicates that the good classification accuracies for the different images will be achieved with the use of the extracted optimal values of the parameters.
In the second experiment, the proposed method using the extracted optimal values is applied on two other data sets including Botswana and SalinasA.
Further, the existing ontology-based approaches cannot extract optimal membership value of risk factors; thus, it provides poor results.
A simple, accurate and CPU timesaving approach is presented to extract an optimal value for the base region width, WB, and its doping concentration, ND.
We extracted optimal community structures with 2 (macaque) and 3 modules (cat).
This tree contains a table of cross-validation errors for several values of α larger than 10-6, and the optimal value of α was extracted from this table and used as the pruning complexity parameter.
All extracted RNAs showed ratios close to the optimal value of 2. Low values for the 260/230 ratio are indicative of contamination with salts, organic solvents and other inhibitory substances present in stool samples (e. g. bile salts, humic acids).
In this experiment, the parameters of the algorithms are set at the optimal values extracted from the first experiment.
In addition, we describe a method to obtain polynomial approximations from above and from below to the value function of the extracted rational controllers, and a method to obtain approximations from below to the optimal value function of the original problem, thereby obtaining a sequence of asymptotically optimal rational controllers with explicit estimates of suboptimality.
Xu et al. [11] extracted characteristic values related to Hadoop performance and utilized machine learning methods to find the optimal value, without building performance models.
