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The input features are amino acid evolution information from optimized sliding windows with different lengths.
The PSSM contains sequence evolution information from multiple sequence alignment against the SWISS-PROT protein database, and therefore provides a more complete description of the characteristics of a protein sequence.
Here we use different evolution information from the HHM file generated by HHpred [ 66].
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Such capability was realized by applying the powerful optimized evidence-theoretic K-nearest neighbor (OET-KNN) prediction algorithm [12] [14] to protein sequence representations that include sequence evolution information, and by merging results from prediction sequence windows of different sizes.
Firstly we extracted local features and global features from protein sequence, such as evolution information and molecule weight.
Sequence evolution information.
Introduction to whale evolution Whale information from the Thewissen lab.
Hence, evolution generates information from within the system.
Additional evidence for neofunctionalization of one copy after gene duplication can come from a combination of evidence for asymmetric sequence rate evolution plus information from functional studies if available.
Thus a nuanced understanding of avian wing shape evolution requires information from fossils to constrain evolutionary rates and ancestral character states in deep time [ 7, 8] as a potential explanation for the current ecological and phylogenetic diversity of birds [ 9].
Since papaya sex chromosomes are believed to be at an early stage of evolution, the information from papaya repetitive sequence analysis could be used to test whether such insertions of transposable elements are indeed a cause for the recombination suppression by out-crossing with monoecious V. monoica.
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