As evident from Figure 3, the species discrimination by OFR based method was higher than p-distance, Euclidean distance and nucleotide character based methods for both the loci.
It can be seen that the increments of context similarity-based methods are higher than the frequency-based methods, so the special features selected through context similarity-based methods can bring more distinctive information for the classifier on both data sets.
The accuracies of imputation of all the three haplotype based methods are much higher compared to imputation based on a simple sampling strategy using the allele frequencies of SNP in the reference set.
However, one of the current disadvantages of RAP-PCR and other RNA fingerprint based methods are the high number of false positives, and/or gene fragments that seem to be differentially expressed as an artifact of PCR [ 20].
Because autoantibody-based serum analyses is of high interest for minimal invasive diagnostics, and research efforts are on the way for elucidation of antigenic biomarkers, paralleled analysis of the protein fraction in addition to DNA based methods are of high relevance for efficient usage of limiting amounts of retrospective clinical samples.
Materials excluded from column porosity showed no fluorescence, indicating that UV-fluorescence based methods are unable to detect high mass materials.
For data with high dimensionality, the commonly used multivariate normal model rarely fits the actual data, and the nonparametric method is not directly applicable in cluster analysis, so neither of the above models based or non-model based methods are suitable for analyzing the dependence and high dimensionality of family data.
Due to the high efforts associated with this procedure, sensor based methods are currently discussed.
The key advantage of using wavelet transform (WT) based methods is the high signal compression ability of wavelets, making them suitable for modeling of nonstationary environmental parameters with high information content, such as short timescale solar irradiance.
For one driving cycle, the total cost of a trained AC based method is only 2.76% higher than that of DP, while saving 88.7% of calculation time than that DP takes.
When comparing the results using these two methods, it was found that the mobility based method was consistently 1.4 times higher than the DMS specific method.
