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- W2359547122 abstract "SVM classification algorithm has been applied to identify protein-protein interactions data.SVM has been employed widely in many fields,such as bioinformatics.The protein interactions data download from munich information center for protein sequence,which includes 6736 proteins in Scerevisiae yeast dataset.Interaction protein has 4837 pairs and non-interaction protein has 9674 pairs.Extracting charge and the isoelectric point(PI) as mainly features of protein primary structure,and SVM has been used to classify interaction proteins.Although the accuracy of classification was about 60%,comparing with Phylogenetic profiling,it also got good results." @default.
- W2359547122 created "2016-06-24" @default.
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- W2359547122 date "2009-01-01" @default.
- W2359547122 modified "2023-09-23" @default.
- W2359547122 title "Identifying Protein-Protein Interactions Based on SVM" @default.
- W2359547122 hasPublicationYear "2009" @default.
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