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Techniques for EMG signal detection, decomposition, process and classification were discussed along with their advantages and disadvantages.
The training process and classification results of the fuzzy-logic method by Cheron et al. (39) are superior to those of Neural Network based approaches; primarily in that the fuzzy system gives more consistent classification results and is insensitive to over-training.
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This unified nomenclature clarifies the nightmare and confusion of arbitrary gene annotation of the highly divergent RF genes characterized and deposited in gene bank databases so far and smartly eases data processes and classification in various comparative genomic studies and phylogenetic relationship between extended RF gene superfamily.
Lack of streamline accounting processes and classification terms make it challenging to identify funds towards global surgery.
Thus, the knowledge of human gene function was exploited for the identification of enriched biological processes and classification analysis.
39 In our earlier study, we reported the likelihood of a gradually diminishing underestimation in Korea's official suicide statistics (ie, they have become more accurate), due to improving death examination processes and classification.
Table 10 Time statistics of feature extraction process and individual classification algorithms (in s) Process Elapsed time pro run Feature extraction 5.450 Decision tree 0.421 k-nearest neighbor 10.311 Naive Bayes 14.372.
In Section 3 the image acquisition process and the classification strategy are explained.
The process of feature reduction/classification is depicted in Figure 1, and consists of a Coarse Feature Reduction (CFR) process, followed by a Fine Feature Selection (FFS) process and then classification.
The PANTHER binomial statistics tool to compare classifications of multiple clusters of lists to a reference list of Canis familiaris genes allowed us to statistically determine over-manifestation of PANTHER biological process and pathways classification categories.
The assignment of probesets to process and tissue classifications are available [see Additional file 1].
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