Article ID Journal Published Year Pages File Type
5760303 Journal of Theoretical Biology 2017 16 Pages PDF
Abstract
Euclidean distance between feature vectors is utilized to compare similarities among whole mitochondrial genomes of 18 eutherian mammals and 23 sequences of 16 S ribosomal RNA, respectively. Derived phylogenetic trees are quite agreement with a few popular studies. Furthermore, using feature vector as input a support vector machine (SVM)-based method are developed to identify essential genes and non-essential genes of 5 bacteria. Higher AUC values (the minimum is 0.7971, the highest reaches 0.8751 and the average is 0.8174) than some well-known results confirm the performance of the method.
Related Topics
Life Sciences Agricultural and Biological Sciences Agricultural and Biological Sciences (General)
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