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THE METHOD FOR PREDICTING PROTEIN-PROTEIN INTERACTIONS USING SVM
THE METHOD FOR PREDICTING PROTEIN-PROTEIN INTERACTIONS USING SVM
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机译：基于支持向量机的蛋白质相互作用预测方法
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摘要
A kind of method, for predicting that the interaction between the protein-protein by using SVM (support vector machines) is arranged to reduce predicted time and memory use by using the standby hydrophobic SVM feature vector based on amino acid of computing mechanism. A kind of method, the interaction for predicting between protein-protein include the following steps:: the amino acid sequence of the variable region of two protein of connection; Preparation is by replacing with a SVM feature vector of 1 hydrophobic amino acid and with a hydrophilic amino acid of 0 in the amino acid sequence of variable region, insertion 0 enters the lower-order position of binary sequence, become k for use in the length of the binary sequence of the protein of 1 and 0 replacement, contacts the standardization binary sequence of two protein; Predict that the interaction between protein-protein passes through SVM technical methods SVM feature vectors.
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