Article ID | Journal | Published Year | Pages | File Type |
---|---|---|---|---|
5760303 | Journal of Theoretical Biology | 2017 | 16 Pages |
Abstract
Euclidean distance between feature vectors is utilized to compare similarities among whole mitochondrial genomes of 18 eutherian mammals and 23 sequences of 16Â 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.
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Authors
Yushuang Li, Yanfen Lv, Xiaonan Li, Wenli Xiao, Chun Li,